Associate Professor Xiuping Jia

Associate Professor Xiuping Jia

Associate Professor
UNSW Canberra
School of Eng & Tech

I received a B.Eng. degree from the Beijing University of Posts and Telecommunications, Beijing, China, in January 1982. Later I received a Ph.D. degree in electrical engineering and a Graduate Certificate in Higher Education from The University of New South Wales, Australia, in 1996 and 2005, respectively, via part-time study. Since 1988, I have been with the School of Engineering and Information Technology, The University of New South Wales at Canberra, Australia, where she is currently an Associate Professor.

My research areas are remote sensing, hyperspectral image processing, and spatial data analysis for remote sensing applications. The projects I have been involved in and supervised range from image registration, image correction, feature mining and learning, to spectral-spatial based classification. Subpixel mapping has been addressed via spectral unmixing techniques and super resolution reconstruction approaches. I am the author or coauthor of a wide range of publications including journal papers, book chapters, and conference proceedings. I am the coauthor of the remote sensing textbook entitled Remote Sensing Digital Image Analysis [Springer-Verlag, 3rd (1999) and 4th eds. (2006)]. I am the author of the Field Guide to Hyperspectral/Multispectral Image Processing [SPIE, 2022]. My publications are highly cited by the remote sensing community (https://scholar.google.com/citations?user=-vl0ZSEAAAAJ&hl=en).

Phone
+61 2 5114 5161
  • Books | 2022
    Jia X, 2022, Field Guide to Hyperspectral/multispectral Image Processing
    Books | 1999
    Jia X; Richards JA, 1999, Remote Sensing Digital Image Analysis, Springer-Verlag, Berlin, Germany
    Books | 1999
    Richards JA; Jia X, 1999, Remote Sensing Digital Image Analysis, Springer Berlin Heidelberg, http://dx.doi.org/10.1007/978-3-662-03978-6
  • Book Chapters | 2022
    Li M; Jia X, 2022, 'Grassland Classification for Livestock Management Using Multispectral Remote Sensing Imagery', in Advances in Science, Technology and Innovation, pp. 391 - 394, http://dx.doi.org/10.1007/978-3-030-72896-0_89
    Book Chapters | 2017
    Jia X, 2017, 'Supervised classification', in Richardson D (ed.), International Encyclopedia of Geography, 15 Volume Set People, the Earth, Environment and Technology, John Wiley & Sons
    Book Chapters | 2015
    Dey Sarker C; Jia X; Wang L; Fraser D; Lymburner L, 2015, 'Spectral Unmixing with Estimated Adaptive Endmember Index Using Extended Support Vector Machine', in Spatial Diversity and Dynamics in Resources and Urban Development, Springer Netherlands, pp. 37 - 71, http://dx.doi.org/10.1007/978-94-017-9771-9_3
    Book Chapters | 2015
    Sarker CD; Jia X; Fraser D, 2015, 'Spectral unmixing with estimated adaptive endmember index using extended support vector machine', in Dutt AK; Noble A; Costa F; Thakur S; Thakur R; Sharma HA (ed.), Spatial Diversity and Dynamics in Resources and Urban Development: Volume 1: Regional Resources, Springer, pp. 37 - 72, http://dx.doi.org/10.1007/978-94-017-9771-9
    Book Chapters | 2013
    Ng TF; Jia X; Fraser D; Pham TD, 2013, 'Fuzzy knowledge-based subspace clustering for life science data analysis', in Pham TD; Jain LC (ed.), Knowledge-Based Systems in Biomedicine and Computational Life Science, Springer, pp. 177 - 213, http://dx.doi.org/10.1007/978-3-642-33015-5_8
    Book Chapters | 2012
    Li F; Jia X; Fraser D; Lambert AJ, 2012, 'Super Resolution for multispectral image classification', in Gunturk BK; Li X (ed.), Image Restoration: fundamentals and advances, CRC Press, pp. 217 - 247
    Book Chapters | 2007
    Jia X; Richards J, 2007, 'Hyperspectral Data Representation', in Chang CI (ed.), Hyperspectral Data Exploitation ? Theory and Applications, John Wiley & Sons, Hoboken, New Jersey, USA, pp. 205 - 225
    Book Chapters | 2006
    Wang L; Jia X; Zhang Y, 2006, 'Construction of Fast and Robust N-FINDR Algorithm', in Huang D; Irwin G (ed.), Intelligent Computing in Signal Processing and Pattern Recognition International Conference on Intelligent Computing, August, 2006, Springer Verlag, pp. 791 - 796
  • Journal articles | 2024
    Feng J; Wang Q; Zhang G; Jia X; Yin J, 2024, 'CAT: Center Attention Transformer With Stratified Spatial-Spectral Token for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 62, pp. 1 - 15, http://dx.doi.org/10.1109/TGRS.2024.3374954
    Journal articles | 2024
    Hong D; Zhang B; Li X; Li Y; Li C; Yao J; Yokoya N; Li H; Ghamisi P; Jia X; Plaza A; Gamba P; Benediktsson JA; Chanussot J, 2024, 'SpectralGPT: Spectral Remote Sensing Foundation Model.', IEEE Trans Pattern Anal Mach Intell, PP, http://dx.doi.org/10.1109/TPAMI.2024.3362475
    Journal articles | 2024
    Jia S; Jiang S; Zhang S; Xu M; Jia X, 2024, 'Graph-in-Graph Convolutional Network for Hyperspectral Image Classification', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 1157 - 1171, http://dx.doi.org/10.1109/TNNLS.2022.3182715
    Journal articles | 2024
    Li Z; Zhang A; Sun G; Han Z; Jia X, 2024, 'Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network', International Journal of Applied Earth Observation and Geoinformation, 127, http://dx.doi.org/10.1016/j.jag.2023.103608
    Journal articles | 2024
    Zhang J; Jia X; Zhou J; Zhang J; Hu J, 2024, 'Weakly Supervised Solar Panel Mapping via Uncertainty Adjusted Label Transition in Aerial Images', IEEE Transactions on Image Processing, 33, pp. 881 - 896, http://dx.doi.org/10.1109/TIP.2023.3336170
    Journal articles | 2024
    Zhou M; Huang J; Yan K; Hong D; Jia X; Chanussot J; Li C, 2024, 'A General Spatial-Frequency Learning Framework for Multimodal Image Fusion', IEEE Transactions on Pattern Analysis and Machine Intelligence, http://dx.doi.org/10.1109/TPAMI.2024.3368112
    Journal articles | 2023
    Dong W; Qu J; Xiao S; Zhang T; Li Y; Jia X, 2023, 'Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution', IEEE Transactions on Image Processing, 32, pp. 3121 - 3135, http://dx.doi.org/10.1109/TIP.2023.3278080
    Journal articles | 2023
    Dong W; Yang Y; Qu J; Li Y; Yang Y; Jia X, 2023, 'Feature Pyramid Fusion Network for Hyperspectral Pansharpening', IEEE Transactions on Neural Networks and Learning Systems, http://dx.doi.org/10.1109/TNNLS.2023.3325887
    Journal articles | 2023
    Fu H; Sun G; Zhang A; Shao B; Ren J; Jia X, 2023, 'Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3272669
    Journal articles | 2023
    Fu H; Sun G; Zhang L; Zhang A; Ren J; Jia X; Li F, 2023, 'Three-dimensional singular spectrum analysis for precise land cover classification from UAV-borne hyperspectral benchmark datasets', ISPRS Journal of Photogrammetry and Remote Sensing, 203, pp. 115 - 134, http://dx.doi.org/10.1016/j.isprsjprs.2023.07.013
    Journal articles | 2023
    Gao L; Li J; Zheng K; Jia X, 2023, 'Enhanced Autoencoders with Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3267890
    Journal articles | 2023
    Li J; Zheng K; Li Z; Gao L; Jia X, 2023, 'X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3300043
    Journal articles | 2023
    Lv Z; Liu J; Sun W; Lei T; Benediktsson JA; Jia X, 2023, 'Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection with Homogeneous and Heterogeneous Remote Sensing Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3334521
    Journal articles | 2023
    Ma P; Ren J; Sun G; Zhao H; Jia X; Yan Y; Zabalza J, 2023, 'Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3260634
    Journal articles | 2023
    Pan Z; Ding S; Sun G; Zhang A; Jia X; Fu H, 2023, 'Multi-scale spectral-spatial dual-transformer network for hyperspectral image classification', International Journal of Remote Sensing, 44, pp. 2480 - 2494, http://dx.doi.org/10.1080/01431161.2023.2203340
    Journal articles | 2023
    Sun G; Li Z; Zhang A; Wang X; Yan K; Jia X; Liu Q; Li J, 2023, 'A 10-m resolution impervious surface area map for the greater Mekong subregion from remote sensing images', Scientific Data, 10, http://dx.doi.org/10.1038/s41597-023-02518-z
    Journal articles | 2023
    Sun G; Pan Z; Zhang A; Jia X; Ren J; Fu H; Yan K, 2023, 'Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3292065
    Journal articles | 2023
    Wang G; Zhang X; Peng Z; Jia X; Tang X; Jiao L, 2023, 'MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning', ISPRS Journal of Photogrammetry and Remote Sensing, 196, pp. 457 - 470, http://dx.doi.org/10.1016/j.isprsjprs.2023.01.011
    Journal articles | 2023
    Wang Q; Luo X; Feng J; Zhang G; Jia X; Yin J, 2023, 'Multiscale Prototype Contrast Network for High-Resolution Aerial Imagery Semantic Segmentation', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3292919
    Journal articles | 2023
    Xu M; Peng Y; Zhang Y; Jia X; Jia S, 2023, 'AACNet: Asymmetric Attention Convolution Network for Hyperspectral Image Dehazing', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3321294
    Journal articles | 2023
    Ye F; Wu Z; Jia X; Chanussot J; Xu Y; Wei Z, 2023, 'Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution', IEEE Transactions on Image Processing, 32, pp. 5877 - 5892, http://dx.doi.org/10.1109/TIP.2023.3326687
    Journal articles | 2023
    Zhang J; Lei J; Xie W; Li Y; Yang G; Jia X, 2023, 'Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3293147
    Journal articles | 2023
    Zhang R; Zhang G; Yin J; Jia X; Mian A, 2023, 'Mesh-Based DGCNN: Semantic Segmentation of Textured 3-D Urban Scenes', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3266273
    Journal articles | 2023
    Zhang T; Zhang X; Zhu P; Jia X; Tang X; Jiao L, 2023, 'Generalized few-shot object detection in remote sensing images', ISPRS Journal of Photogrammetry and Remote Sensing, 195, pp. 353 - 364, http://dx.doi.org/10.1016/j.isprsjprs.2022.12.004
    Journal articles | 2023
    Zhang X; Zhang T; Wang G; Zhu P; Tang X; Jia X; Jiao L, 2023, 'Remote Sensing Object Detection Meets Deep Learning: A metareview of challenges and advances', IEEE Geoscience and Remote Sensing Magazine, 11, pp. 8 - 44, http://dx.doi.org/10.1109/MGRS.2023.3312347
    Journal articles | 2023
    Zhao C; Qin B; Feng S; Zhu W; Sun W; Li W; Jia X, 2023, 'Hyperspectral Image Classification with Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning', IEEE Transactions on Image Processing, 32, pp. 3606 - 3621, http://dx.doi.org/10.1109/TIP.2023.3287738
    Journal articles | 2023
    Zhao Y; Sun G; Zhang L; Zhang A; Jia X; Han Z, 2023, 'MSRF-Net: Multiscale Receptive Field Network for Building Detection From Remote Sensing Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3282926
    Journal articles | 2023
    Zhu X; Zhang H; Hu B; Huang K; Arun PV; Jia X; Zhao D; Wang Q; Zhou H; Yang S, 2023, 'DSP-Net: A Dynamic Spectral-Spatial Joint Perception Network for Hyperspectral Target Tracking', IEEE Geoscience and Remote Sensing Letters, 20, http://dx.doi.org/10.1109/LGRS.2023.3324967
    Journal articles | 2022
    Bai L; Liu Q; Li C; Ye Z; Hui M; Jia X, 2022, 'Remote Sensing Image Scene Classification Using Multiscale Feature Fusion Covariance Network with Octave Convolution', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3160492
    Journal articles | 2022
    Farooq A; Jia X; Hu J; Zhou J, 2022, 'Transferable Convolutional Neural Network for Weed Mapping With Multisensor Imagery', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3102243
    Journal articles | 2022
    Feng XR; Li HC; Wang R; Du Q; Jia X; Plaza A, 2022, 'Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, pp. 4414 - 4436, http://dx.doi.org/10.1109/JSTARS.2022.3175257
    Journal articles | 2022
    Fu H; Sun G; Ren J; Zhang A; Jia X, 2022, 'Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2020.3034656
    Journal articles | 2022
    Fu H; Zhang A; Sun G; Ren J; Jia X; Pan Z; Ma H, 2022, 'A novel band selection and spatial noise reduction method for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, http://dx.doi.org/10.1109/TGRS.2022.3189015
    Journal articles | 2022
    Jia S; Jiang S; Lin Z; Xu M; Sun W; Huang Q; Zhu J; Jia X, 2022, 'A Semisupervised Siamese Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3116138
    Journal articles | 2022
    Jia S; Liao J; Xu M; Li Y; Zhu J; Sun W; Jia X; Li Q, 2022, '3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3087186
    Journal articles | 2022
    Jia S; Liu X; Xu M; Yan Q; Zhou J; Jia X; Li Q, 2022, 'Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3073699
    Journal articles | 2022
    Jia S; Wang Z; Li Q; Jia X; Xu M, 2022, 'Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3180068
    Journal articles | 2022
    Jia S; Yuan Y; Li N; Liao J; Huang Q; Jia X; Xu M, 2022, 'A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3150361
    Journal articles | 2022
    Li Q; Yuan Y; Jia X; Wang Q, 2022, 'Dual-Stage Approach Toward Hyperspectral Image Super-Resolution', IEEE Transactions on Image Processing, 31, pp. 7252 - 7263, http://dx.doi.org/10.1109/TIP.2022.3221287
    Journal articles | 2022
    Liu T; Gu Y; Yu W; Jia X; Chanussot J, 2022, 'Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3217061
    Journal articles | 2022
    Liu TZ; Gu YF; Jia XP, 2022, 'Class-guided coupled dictionary learning for multispectral-hyperspectral remote sensing image collaborative classification', Science China Technological Sciences, 65, pp. 744 - 758, http://dx.doi.org/10.1007/s11431-021-1978-6
    Journal articles | 2022
    Ma TY; Li HC; Wang R; Du Q; Jia X; Plaza A, 2022, 'Lightweight Tensorized Neural Networks for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3225438
    Journal articles | 2022
    Pan F; Wu Z; Jia X; Liu Q; Xu Y; Wei Z, 2022, 'A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14133100
    Journal articles | 2022
    Sun G; Cheng J; Zhang A; Jia X; Yao Y; Jiao Z, 2022, 'Hierarchical fusion of optical and dual-polarized SAR on impervious surface mapping at city scale', ISPRS Journal of Photogrammetry and Remote Sensing, 184, pp. 264 - 278, http://dx.doi.org/10.1016/j.isprsjprs.2021.12.008
    Journal articles | 2022
    Sun G; Fu H; Ren J; Zhang A; Zabalza J; Jia X; Zhao H, 2022, 'SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image', IEEE Transactions on Cybernetics, 52, pp. 6158 - 6169, http://dx.doi.org/10.1109/TCYB.2021.3104100
    Journal articles | 2022
    Xu M; Deng F; Jia S; Jia X; Plaza AJ, 2022, 'Attention mechanism-based generative adversarial networks for cloud removal in Landsat images', Remote Sensing of Environment, 271, http://dx.doi.org/10.1016/j.rse.2022.112902
    Journal articles | 2022
    Yang Y; Tang X; Zhang X; Ma J; Liu F; Jia X; Jiao L, 2022, 'Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification', IEEE Transactions on Neural Networks and Learning Systems, http://dx.doi.org/10.1109/TNNLS.2022.3212985
    Journal articles | 2022
    Zhang A; Pan Z; Fu H; Sun G; Rong J; Ren J; Jia X; Yao Y, 2022, 'Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14092125
    Journal articles | 2022
    Zhang A; Sun G; Pan Z; Ren J; Jia X; Zhang C; Fu H; Yao Y, 2022, 'Bayesian Gravitation-Based Classification for Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3203488
    Journal articles | 2022
    Zhang J; Jia X; Hu J; Tan K, 2022, 'Moving Vehicle Detection for Remote Sensing Video Surveillance with Nonstationary Satellite Platform', IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, pp. 5185 - 5198, http://dx.doi.org/10.1109/TPAMI.2021.3066696
    Journal articles | 2022
    Zhang J; Jia X; Hu J, 2022, 'SP-RAN: Self-Paced Residual Aggregated Network for Solar Panel Mapping in Weakly Labeled Aerial Images', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3123268
    Journal articles | 2022
    Zhang J; Jia X; Hu J, 2022, 'Uncertainty-Aware Forward Correction for Weakly Supervised Solar Panel Mapping from High-Resolution Aerial Images', IEEE Geoscience and Remote Sensing Letters, 19, http://dx.doi.org/10.1109/LGRS.2021.3132935
    Journal articles | 2022
    Zhang S; Tang D; Li N; Jia X; Jia S, 2022, 'Superpixel-Guided Variable Gabor Phase Coding Fusion for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3151875
    Journal articles | 2022
    Zhang X; Sun G; Jia X; Wu L; Zhang A; Ren J; Fu H; Yao Y, 2022, 'Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3102143
    Journal articles | 2022
    Zhao C; Li C; Feng S; Jia X, 2022, 'Enhanced Total Variation Regularized Representation Model with Endmember Background Dictionary for Hyperspectral Anomaly Detection', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3128183
    Journal articles | 2022
    Zhong J; Li Y; Xie W; Lei J; Jia X, 2022, 'Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14122859
    Journal articles | 2022
    Zuo R; Zhang G; Zhang R; Jia X, 2022, 'A Deformable Attention Network for High-Resolution Remote Sensing Images Semantic Segmentation', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3119537
    Journal articles | 2021
    Chen W; Lee CY; Jia X; Qin Q-H, 2021, 'Neural Network with Particle Swarm Optimisation for Analysing Band Structure of Elastic Metamaterials', Current Mechanics and Advanced Materials, 1, http://dx.doi.org/10.2174/2666184501666210908120227
    Journal articles | 2021
    Dong X; Sun X; Jia X; Xi Z; Gao L; Zhang B, 2021, 'Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 1618 - 1633, http://dx.doi.org/10.1109/TGRS.2020.2994253
    Journal articles | 2021
    Dong X; Wang L; Sun X; Jia X; Gao L; Zhang B, 2021, 'Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 3473 - 3485, http://dx.doi.org/10.1109/TGRS.2020.3019660
    Journal articles | 2021
    Feng J; Zeng D; Jia X; Zhang X; Li J; Liang Y; Jiao L, 2021, 'Cross-frame keypoint-based and spatial motion information-guided networks for moving vehicle detection and tracking in satellite videos', ISPRS Journal of Photogrammetry and Remote Sensing, 177, pp. 116 - 130, http://dx.doi.org/10.1016/j.isprsjprs.2021.05.005
    Journal articles | 2021
    Gu Y; Liu T; Gao G; Ren G; Ma Y; Chanussot J; Jia X, 2021, 'Multimodal hyperspectral remote sensing: an overview and perspective', Science China Information Sciences, 64, http://dx.doi.org/10.1007/s11432-020-3084-1
    Journal articles | 2021
    Han B; Yin J; Luo X; Jia X, 2021, 'Multibranch Spatial-Channel Attention for Semantic Labeling of Very High-Resolution Remote Sensing Images', IEEE Geoscience and Remote Sensing Letters, 18, pp. 2167 - 2171, http://dx.doi.org/10.1109/LGRS.2020.3013253
    Journal articles | 2021
    Huang X; Li S; Li J; Jia X; Li J; Zhu XX; Benediktsson JA, 2021, 'A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images over Urban Areas', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 10266 - 10285, http://dx.doi.org/10.1109/TGRS.2020.3037211
    Journal articles | 2021
    Jia S; Lin Z; Xu M; Huang Q; Zhou J; Jia X; Li Q, 2021, 'A Lightweight Convolutional Neural Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 4150 - 4163, http://dx.doi.org/10.1109/TGRS.2020.3014313
    Journal articles | 2021
    Jia S; Zhan Z; Zhang M; Xu M; Huang Q; Zhou J; Jia X, 2021, 'Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 1437 - 1452, http://dx.doi.org/10.1109/TGRS.2020.2996599
    Journal articles | 2021
    Jiao Z; Sun G; Zhang A; Jia X; Huang H; Yao Y, 2021, 'Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 7557 - 7569, http://dx.doi.org/10.1109/JSTARS.2021.3098667
    Journal articles | 2021
    Lei J; Li M; Xie W; Li Y; Jia X, 2021, 'Spectral mapping with adversarial learning for unsupervised hyperspectral change detection', Neurocomputing, 465, pp. 71 - 83, http://dx.doi.org/10.1016/j.neucom.2021.08.130
    Journal articles | 2021
    Lei J; Yang G; Xie W; Li Y; Jia X, 2021, 'A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 907 - 921, http://dx.doi.org/10.1109/JSTARS.2020.3034060
    Journal articles | 2021
    Li L; Yin J; Jia X; Li S; Han B, 2021, 'Joint spatial-spectral attention network for hyperspectral image classification', IEEE Geoscience and Remote Sensing Letters, 18, pp. 1816 - 1820, http://dx.doi.org/10.1109/LGRS.2020.3007811
    Journal articles | 2021
    Liu Q; Wu Z; Jia X; Xu Y; Wei Z, 2021, 'From local to global: Class feature fused fully convolutional network for hyperspectral image classification', Remote Sensing, 13, http://dx.doi.org/10.3390/rs13245043
    Journal articles | 2021
    Niu C; Tan K; Jia X; Wang X, 2021, 'Deep learning based regression for optically inactive inland water quality parameter estimation using airborne hyperspectral imagery', Environmental Pollution, 286, http://dx.doi.org/10.1016/j.envpol.2021.117534
    Journal articles | 2021
    Ou D; Tan K; Lai J; Jia X; Wang X; Chen Y; Li J, 2021, 'Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction', Geoderma, 385, http://dx.doi.org/10.1016/j.geoderma.2020.114875
    Journal articles | 2021
    Pan C; Jia X; Li J; Gao X, 2021, 'Adaptive Edge Preserving Maps in Markov Random Fields for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 8568 - 8583, http://dx.doi.org/10.1109/TGRS.2020.3035642
    Journal articles | 2021
    Song B; Li P; Jia X, 2021, 'New feature selection methods using sparse representation for one-class classification of remote sensing images', IEEE Geoscience and Remote Sensing Letters, 18, pp. 1761 - 1765, http://dx.doi.org/10.1109/LGRS.2020.3006830
    Journal articles | 2021
    Tan K; Jia X; Plaza A, 2021, 'Special Section Guest Editorial: Satellite Hyperspectral Remote Sensing: Algorithms and Applications', Journal of Applied Remote Sensing, 15, http://dx.doi.org/10.1117/1.JRS.15.042601
    Journal articles | 2021
    Wang L; Wang S; Jia X; Bi T, 2021, 'A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines', European Journal of Remote Sensing, 54, pp. 72 - 85, http://dx.doi.org/10.1080/22797254.2021.1877572
    Journal articles | 2021
    Xie W; Lei J; Fang S; Li Y; Jia X; Li M, 2021, 'Dual feature extraction network for hyperspectral image analysis', Pattern Recognition, 118, http://dx.doi.org/10.1016/j.patcog.2021.107992
    Journal articles | 2021
    Xie W; Zhang J; Lei J; Li Y; Jia X, 2021, 'Self-spectral learning with GAN based spectral–spatial target detection for hyperspectral image', Neural Networks, 142, pp. 375 - 387, http://dx.doi.org/10.1016/j.neunet.2021.05.029
    Journal articles | 2021
    Yang X; Li S; Chen Z; Chanussot J; Jia X; Zhang B; Li B; Chen P, 2021, 'An attention-fused network for semantic segmentation of very-high-resolution remote sensing imagery', ISPRS Journal of Photogrammetry and Remote Sensing, 177, pp. 238 - 262, http://dx.doi.org/10.1016/j.isprsjprs.2021.05.004
    Journal articles | 2021
    Zhan T; Song B; Sun L; Jia X; Wan M; Yang G; Wu Z, 2021, 'TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 377 - 388, http://dx.doi.org/10.1109/JSTARS.2020.3037070
    Journal articles | 2021
    Zhang L; Zhang J; Ma J; Jia X, 2021, 'SC-PNN: Saliency Cascade Convolutional Neural Network for Pansharpening', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 9697 - 9715, http://dx.doi.org/10.1109/TGRS.2021.3054641
    Journal articles | 2020
    Fu H; Sun G; Zabalza J; Zhang A; Ren J; Jia X, 2020, 'A Novel Spectral-Spatial Singular Spectrum Analysis Technique for near Real-Time in Situ Feature Extraction in Hyperspectral Imaging', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, pp. 2214 - 2225, http://dx.doi.org/10.1109/JSTARS.2020.2992230
    Journal articles | 2020
    Guo Y; Zhang J; Awan AF; Chen X; Jia X, 2020, 'Activities of the IEEE GRSS University of New South Wales Canberra Student Chapter [Chapters]', IEEE Geoscience and Remote Sensing Magazine, 8, pp. 102 - 103, http://dx.doi.org/10.1109/MGRS.2020.2997823
    Journal articles | 2020
    Hu J; Jia X; Li Y; He G; Zhao M, 2020, 'Hyperspectral Image Super-Resolution via Intrafusion Network', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 7459 - 7471, http://dx.doi.org/10.1109/TGRS.2020.2982940
    Journal articles | 2020
    Jia S; Jia S; Jia S; Jia S; Deng X; Xu M; Xu M; Xu M; Xu M; Zhou J; Jia X, 2020, 'Superpixel-level weighted label propagation for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 5077 - 5091, http://dx.doi.org/10.1109/TGRS.2020.2972294
    Journal articles | 2020
    Sun G; Zhang X; Jia X; Ren J; Zhang A; Yao Y; Zhao H, 2020, 'Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images', International Journal of Applied Earth Observation and Geoinformation, 91, http://dx.doi.org/10.1016/j.jag.2020.102157
    Journal articles | 2020
    Tan K; Niu C; Jia X; Ou D; Chen Y; Lei S, 2020, 'Complete and accurate data correction for seamless mosaicking of airborne hyperspectral images: A case study at a mining site in Inner Mongolia, China', ISPRS Journal of Photogrammetry and Remote Sensing, 165, pp. 1 - 15, http://dx.doi.org/10.1016/j.isprsjprs.2020.04.022
    Journal articles | 2020
    Wang L; Wang S; Jia X; Li X, 2020, 'Twin support vector machine-based hyperspectral unmixing and its uncertainty analysis', Journal of Applied Remote Sensing, 14, http://dx.doi.org/10.1117/1.JRS.14.046504
    Journal articles | 2020
    Wang M; Tan K; Jia X; Wang X; Chen Y, 2020, 'A deep Siamese network with hybrid convolutional feature extraction module for change detection based on multi-sensor remote sensing images', Remote Sensing, 12, http://dx.doi.org/10.3390/rs12020205
    Journal articles | 2020
    Xie W; Li Y; Lei J; Yang J; Li J; Jia X; Li Z, 2020, 'Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection', Neural Networks, 132, pp. 144 - 154, http://dx.doi.org/10.1016/j.neunet.2020.08.010
    Journal articles | 2020
    Zhang J; Jia X; Hu J; Chanussot J, 2020, 'Online structured sparsity-based moving-object detection from satellite videos', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 6420 - 6433, http://dx.doi.org/10.1109/TGRS.2020.2976855
    Journal articles | 2020
    Zhang J; Jia X; Hu J, 2020, 'Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 2659 - 2669, http://dx.doi.org/10.1109/TGRS.2019.2953181
    Journal articles | 2019
    Chen X; Jia X; Pickering M, 2019, 'A Nighttime Lights Adjusted Impervious Surface Index (NAISI) with Integration of Landsat Imagery and Nighttime Lights Data from International Space Station', International Journal of Applied Earth Observation and Geoinformation, 83, http://dx.doi.org/10.1016/j.jag.2019.05.022
    Journal articles | 2019
    Chen Y; Huang L; Zhu L; Yokoya N; Jia X, 2019, 'Fine-grained classification of hyperspectral imagery based on deep learning', Remote Sensing, 11, http://dx.doi.org/10.3390/rs11222690
    Journal articles | 2019
    Chen Y; Wang Y; Gu Y; He X; Ghamisi P; Jia X, 2019, 'Deep Learning Ensemble for Hyperspectral Image Classification', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12, pp. 1882 - 1897, http://dx.doi.org/10.1109/JSTARS.2019.2915259
    Journal articles | 2019
    Deng Y; Wu C; Zhang X; Jia X, 2019, 'Examining the effectiveness of weighted spectral mixture analysis (WSMA) in urban environments', International Journal of Remote Sensing, 40, pp. 3055 - 3075, http://dx.doi.org/10.1080/01431161.2018.1539270
    Journal articles | 2019
    Farooq A; Hu J; Jia X, 2019, 'Analysis of Spectral Bands and Spatial Resolutions for Weed Classification Via Deep Convolutional Neural Network', IEEE Geoscience and Remote Sensing Letters, 16, pp. 183 - 187, http://dx.doi.org/10.1109/LGRS.2018.2869879
    Journal articles | 2019
    Farooq A; Jia X; Hu J; Zhou J, 2019, 'Multi-resolution weed classification via convolutional neural network and superpixel based local binary pattern using remote sensing images', Remote Sensing, 11, http://dx.doi.org/10.3390/rs11141692
    Journal articles | 2019
    Gao L; He Y; Sun X; Jia X; Zhang B, 2019, 'Incorporating negative sample training for ship detection based on deep learning', Sensors (Switzerland), 19, http://dx.doi.org/10.3390/s19030684
    Journal articles | 2019
    Gao Q; Lim S; Jia X, 2019, 'Spectral-spatial hyperspectral image classification using a multiscale conservative smoothing scheme and adaptive sparse representation', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 7718 - 7730, http://dx.doi.org/10.1109/TGRS.2019.2915809
    Journal articles | 2019
    Guo Y; Jia X; Paull D; Benediktsson JA, 2019, 'Nomination-favoured opinion pool for optical-SAR-synergistic rice mapping in face of weakened flooding signals', ISPRS Journal of Photogrammetry and Remote Sensing, 155, pp. 187 - 205, http://dx.doi.org/10.1016/j.isprsjprs.2019.07.008
    Journal articles | 2019
    H. Trisasongko B; J. Paull D; Griffin AL; Jia X; Panuju DR, 2019, 'On the relationship between the circumference of rubber trees and L-band waves', International Journal of Remote Sensing, 40, pp. 6395 - 6417, http://dx.doi.org/10.1080/01431161.2019.1591650
    Journal articles | 2019
    Jia S; Deng X; Zhu J; Xu M; Zhou J; Jia X, 2019, 'Collaborative representation-based multiscale superpixel fusion for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 7770 - 7784, http://dx.doi.org/10.1109/TGRS.2019.2916329
    Journal articles | 2019
    Jia S; Wu K; Zhu J; Jia X, 2019, 'Spectral-spatial gabor surface feature fusion approach for hyperspectral imagery classification', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 1142 - 1154, http://dx.doi.org/10.1109/TGRS.2018.2864983
    Journal articles | 2019
    Jia S; Zhuang J; Deng L; Zhu J; Xu M; Zhou J; Jia X, 2019, '3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 8813 - 8826, http://dx.doi.org/10.1109/TGRS.2019.2923213
    Journal articles | 2019
    Li J; Huang X; Hu T; Jia X; Benediktsson JA, 2019, 'A novel unsupervised sample collection method for urban land-cover mapping using landsat imagery', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 3933 - 3951, http://dx.doi.org/10.1109/TGRS.2018.2889109
    Journal articles | 2019
    Luo X; Yin J; Luo X; Jia X, 2019, 'A novel adversarial based hyperspectral and multispectral image fusion', Remote Sensing, 11, http://dx.doi.org/10.3390/rs11050492
    Journal articles | 2019
    Moreira A; Jia X; Judge J; Plaza A, 2019, 'IGARSS in Yokohama, Japan: Impressions From the First Days [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, 7, pp. 8 - 19, http://dx.doi.org/10.1109/mgrs.2019.2934948
    Journal articles | 2019
    Plaza A; Jia X; Judge J; Moreira A, 2019, 'Awards Presented at the IGARSS 2019 Banquet [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, 7, pp. 49 - 56, http://dx.doi.org/10.1109/mgrs.2019.2947403
    Journal articles | 2019
    Ren J; Hussain A; Han J; Jia X, 2019, 'Cognitive Modelling and Learning for Multimedia Mining and Understanding', Cognitive Computation, 11, pp. 761 - 762, http://dx.doi.org/10.1007/s12559-019-09684-6
    Journal articles | 2019
    Ren J; Jia X; Liao W; Gao L, 2019, 'Guest editorial: Hyperspectral imaging and applications', IET Image Processing, 13, pp. 233 - 234, http://dx.doi.org/10.1049/iet-ipr.2018.6533
    Journal articles | 2019
    Sun G; Huang H; Weng Q; Zhang A; Jia X; Ren J; Sun L; Chen X, 2019, 'Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery', International Journal of Applied Earth Observation and Geoinformation, 78, pp. 53 - 65, http://dx.doi.org/10.1016/j.jag.2019.01.012
    Journal articles | 2019
    Sun G; Kong Y; Jia X; Zhang A; Rong J; Ma H, 2019, 'Synergistic Use of Optical and Dual-Polarized SAR Data with Multiple Kernel Learning for Urban Impervious Surface Mapping', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12, pp. 223 - 236, http://dx.doi.org/10.1109/JSTARS.2018.2883654
    Journal articles | 2019
    Tien Bui D; Shahabi H; Omidvar E; Shirzadi A; Geertsema M; Clague J; Khosravi K; Pradhan B; Pham B; Chapi K; Barati Z; Bin Ahmad B; Rahmani H; Gróf G; Lee S, 2019, 'Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm', Remote Sensing, 11, pp. 931 - 931, http://dx.doi.org/10.3390/rs11080931
    Journal articles | 2019
    Xie W; Jia X; Li Y; Lei J, 2019, 'Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 6055 - 6067, http://dx.doi.org/10.1109/TGRS.2019.2904108
    Journal articles | 2019
    Xie W; Jiang T; Li Y; Jia X; Lei J, 2019, 'Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 4218 - 4230, http://dx.doi.org/10.1109/TGRS.2018.2890212
    Journal articles | 2019
    Xie W; Lei J; Liu B; Li Y; Jia X, 2019, 'Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection', Neural Networks, 119, pp. 222 - 234, http://dx.doi.org/10.1016/j.neunet.2019.08.012
    Journal articles | 2019
    Xie W; Shi Y; Li Y; Jia X; Lei J, 2019, 'High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement', Pattern Recognition, 88, pp. 139 - 152, http://dx.doi.org/10.1016/j.patcog.2018.11.004
    Journal articles | 2019
    Xu M; Jia X; Pickering M; Jia S, 2019, 'Thin cloud removal from optical remote sensing images using the noise-adjusted principal components transform', ISPRS Journal of Photogrammetry and Remote Sensing, 149, pp. 215 - 225, http://dx.doi.org/10.1016/j.isprsjprs.2019.01.025
    Journal articles | 2019
    Zhang A; Sun G; Ma P; Jia X; Ren J; Huang H; Zhang X, 2019, 'Coastal wetland mapping with Sentinel-2 MSI imagery based on gravitational optimized multilayer perceptron and morphological attribute profiles', Remote Sensing, 11, pp. 1 - 23, http://dx.doi.org/10.3390/rs11080952
    Journal articles | 2019
    Zhang J; Jia X; Hu J, 2019, 'Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos', Remote Sensing, 11, pp. 2372 - 2372, http://dx.doi.org/10.3390/rs11202372
    Journal articles | 2019
    Zhu K; Chen Y; Ghamisi P; Jia X; Benediktsson JA, 2019, 'Deep convolutional capsule network for hyperspectral image spectral and spectral-spatial classification', Remote Sensing, 11, http://dx.doi.org/10.3390/rs11030223
    Journal articles | 2018
    Alam FI; Zhou J; Liew AWC; Jia X; Chanussot J; Gao Y, 2018, 'Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, pp. 1 - 17, http://dx.doi.org/10.1109/TGRS.2018.2867679
    Journal articles | 2018
    Du B; Huang Z; Wang N; Zhang Y; Jia X, 2018, 'Joint weighted nuclear norm and total variation regularization for hyperspectral image denoising', International Journal of Remote Sensing, 39, pp. 334 - 355, http://dx.doi.org/10.1080/01431161.2017.1382742
    Journal articles | 2018
    Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using convolutional neural networks and multiple feature learning', Remote Sensing, 10, pp. 299, http://dx.doi.org/10.3390/rs10020299
    Journal articles | 2018
    Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using joint sparse model and discontinuity preserving relaxation', IEEE Geoscience and Remote Sensing Letters, 15, pp. 78 - 82, http://dx.doi.org/10.1109/LGRS.2017.2774253
    Journal articles | 2018
    Gao Q; Lim S; Jia X, 2018, 'Improved joint sparse models for hyperspectral image classification based on a novel neighbour selection strategy', Remote Sensing, 10, pp. 905, http://dx.doi.org/10.3390/rs10060905
    Journal articles | 2018
    Guo Y; Jia X; Paull D, 2018, 'Effective sequential classifier training for SVM-based multitemporal remote sensing image classification', IEEE Transactions on Image Processing, 27, pp. 3036 - 3048, http://dx.doi.org/10.1109/TIP.2018.2808767
    Journal articles | 2018
    Hallikainen M; Moreira A; Wiesbeck W; Jia X; Judge J, 2018, 'Awards Presented at the IGARSS 2018 Banquet: THE IEEE Geoscience and Remote Sensing Society Awards Committee Cochairs [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, 6, pp. 74 - 110, http://dx.doi.org/10.1109/mgrs.2018.2871592
    Journal articles | 2018
    Jia S; Deng B; Zhu J; Jia X; Li Q, 2018, 'Local Binary Pattern-Based Hyperspectral Image Classification with Superpixel Guidance', IEEE Transactions on Geoscience and Remote Sensing, 56, pp. 749 - 759, http://dx.doi.org/10.1109/TGRS.2017.2754511
    Journal articles | 2018
    Li F; Xin L; Guo Y; Gao D; Kong X; Jia X, 2018, 'Super-resolution for GaoFen-4 remote sensing images', IEEE Geoscience and Remote Sensing Letters, 15, pp. 28 - 32, http://dx.doi.org/10.1109/LGRS.2017.2768331
    Journal articles | 2018
    Li N; Huang X; Zhao H; Qiu X; Geng R; Jia X; Wang D, 2018, 'Multiparameter Optimization for Mineral Mapping Using Hyperspectral Imagery', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11, pp. 1348 - 1357, http://dx.doi.org/10.1109/JSTARS.2018.2814617
    Journal articles | 2018
    Moreira A; Wiesbeck W; Hallikainen M; Judge J; Jia X, 2018, 'IGARSS in Valencia, Spain: Impressions from the First Days [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, 6, pp. 63 - 73, http://dx.doi.org/10.1109/mgrs.2018.2868003
    Journal articles | 2018
    Qv H; Yin J; Luo X; Jia X, 2018, 'Band dual density discrimination analysis for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, 56, pp. 7257 - 7271, http://dx.doi.org/10.1109/TGRS.2018.2849881
    Journal articles | 2018
    Shen H; Jia X; Bioucas-Dias JM; Dobigeon N; Cui Y; Pacifici F, 2018, 'Foreword to the special issue on quality improvements of remote sensing data', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11, pp. 687 - 690, http://dx.doi.org/10.1109/JSTARS.2018.2807998
    Journal articles | 2018
    Sun G; Ma P; Ren J; Zhang A; Jia X, 2018, 'A stability constrained adaptive alpha for gravitational search algorithm', Knowledge-Based Systems, 139, pp. 200 - 213, http://dx.doi.org/10.1016/j.knosys.2017.10.018
    Journal articles | 2018
    Tan K; Wang H; Zhang Q; Jia X, 2018, 'An improved estimation model for soil heavy metal(loid) concentration retrieval in mining areas using reflectance spectroscopy', Journal of Soils and Sediments, 18, pp. 2008 - 2022, http://dx.doi.org/10.1007/s11368-018-1930-6
    Journal articles | 2018
    Wang T; Zhang H; Lin H; Jia X, 2018, 'A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection', IEEE Access, 6, pp. 3408 - 3424, http://dx.doi.org/10.1109/ACCESS.2017.2773662
    Journal articles | 2018
    Xie W; Li Y; Jia X, 2018, 'Deep convolutional networks with residual learning for accurate spectral-spatial denoising', Neurocomputing, 312, pp. 372 - 381, http://dx.doi.org/10.1016/j.neucom.2018.05.115
    Journal articles | 2018
    Xu J; Hu J; Jia X, 2018, 'A target image–oriented dictionary learning–based method for fully automated latent fingerprint forensic', Computational Intelligence, 34, pp. 1178 - 1198, http://dx.doi.org/10.1111/coin.12177
    Journal articles | 2018
    Zhang A; Sun G; Ren J; Li X; Wang Z; Jia X, 2018, 'A dynamic neighborhood learning-based gravitational search algorithm', IEEE Transactions on Cybernetics, 48, pp. 436 - 447, http://dx.doi.org/10.1109/TCYB.2016.2641986
    Journal articles | 2018
    Zhang G; Zhang R; Zhou G; Jia X, 2018, 'Hierarchical spatial features learning with deep cnns for very high-resolution remote sensing image classification', International Journal of Remote Sensing, 39, pp. 5978 - 5996, http://dx.doi.org/10.1080/01431161.2018.1506593
    Journal articles | 2017
    Chen Y; Li C; Ghamisi P; Jia X; Gu Y, 2017, 'Deep fusion of remote sensing data for accurate classification', IEEE Geoscience and Remote Sensing Letters, 14, pp. 1253 - 1257, http://dx.doi.org/10.1109/LGRS.2017.2704625
    Journal articles | 2017
    Chen Y; Zhu L; Ghamisi P; Jia X; Li G; Tang L, 2017, 'Hyperspectral Images Classification with Gabor Filtering and Convolutional Neural Network', IEEE Geoscience and Remote Sensing Letters, 14, pp. 2355 - 2359, http://dx.doi.org/10.1109/LGRS.2017.2764915
    Journal articles | 2017
    Fu Y; Zhao C; Wang J; Jia X; Yang G; Song X; Feng H, 2017, 'An improved combination of spectral and spatial features for vegetation classification in hyperspectral images', Remote Sensing, 9, pp. 261, http://dx.doi.org/10.3390/rs9030261
    Journal articles | 2017
    Gao L; Zhao B; Jia X; Liao W; Zhang B, 2017, 'Optimized kernel minimum noise fraction transformation for hyperspectral image classification', Remote Sensing, 9, pp. 548, http://dx.doi.org/10.3390/rs9060548
    Journal articles | 2017
    Gu Y; Chanussot J; Jia X; Benediktsson JA, 2017, 'Multiple Kernel Learning for Hyperspectral Image Classification: A Review', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 6547 - 6565, http://dx.doi.org/10.1109/TGRS.2017.2729882
    Journal articles | 2017
    Guo Y; Jia X; Paull D, 2017, 'Superpixel-Based Adaptive Kernel Selection for Angular Effect Normalization of Remote Sensing Images With Kernel Learning', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 4262 - 4271, http://dx.doi.org/10.1109/TGRS.2017.2689798
    Journal articles | 2017
    Hallikainen M; Wiesbeck W; Gamba P; Judge J; Jia X, 2017, 'Awards Presented at the IGARSS 2017 Banquet [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, 5, pp. 94 - 107, http://dx.doi.org/10.1109/mgrs.2017.2762838
    Journal articles | 2017
    Jia S; Deng B; Zhu J; Jia X; Li Q, 2017, 'Superpixel-based multitask learning framework for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 2575 - 2588, http://dx.doi.org/10.1109/TGRS.2017.2647815
    Journal articles | 2017
    Jia S; Hu J; Zhu J; Jia X; Li Q, 2017, 'Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 2399 - 2413, http://dx.doi.org/10.1109/TGRS.2016.2642951
    Journal articles | 2017
    Li F; Xin L; Guo Y; Gao J; Jia X, 2017, 'A Framework of Mixed Sparse Representations for Remote Sensing Images', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 1210 - 1221, http://dx.doi.org/10.1109/TGRS.2016.2621123
    Journal articles | 2017
    Liu Y; Li J; Du P; Plaza A; Jia X; Zhang X, 2017, 'Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10, pp. 691 - 711, http://dx.doi.org/10.1109/JSTARS.2016.2588980
    Journal articles | 2017
    Lu T; Li S; Fang L; Jia X; Benediktsson JA, 2017, 'From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 4398 - 4411, http://dx.doi.org/10.1109/TGRS.2017.2691906
    Journal articles | 2017
    Sun G; Chen X; Ren J; Zhang A; Jia X, 2017, 'Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping', International Journal of Applied Earth Observation and Geoinformation, 60, pp. 38 - 48, http://dx.doi.org/10.1016/j.jag.2017.04.006
    Journal articles | 2017
    Sun G; Hao Y; Chen X; Ren J; Zhang A; Huang B; Zhang Y; Jia X, 2017, 'Dynamic post-earthquake image segmentation with an adaptive spectral-spatial descriptor', Remote Sensing, 9, pp. 899, http://dx.doi.org/10.3390/rs9090899
    Journal articles | 2017
    Sun G; Zhang A; Ren J; Ma J; Wang P; Zhang Y; Jia X, 2017, 'Gravitation-based edge detection in hyperspectral images', Remote Sensing, 9, pp. 592, http://dx.doi.org/10.3390/rs9060592
    Journal articles | 2017
    Trisasongko BH; Panuju DR; Paull DJ; Jia X; Griffin AL, 2017, 'Comparing six pixel-wise classifiers for tropical rural land cover mapping using four forms of fully polarimetric SAR data', INTERNATIONAL JOURNAL OF REMOTE SENSING, 38, pp. 3274 - 3293, http://dx.doi.org/10.1080/01431161.2017.1292072
    Journal articles | 2017
    Wang Z; Du B; Zhang L; Zhang L; Jia X, 2017, 'A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 3071 - 3083, http://dx.doi.org/10.1109/TGRS.2017.2650938
    Journal articles | 2017
    Yin J; Qv H; Luo X; Jia X, 2017, 'Corrections to ''Segment-Oriented Depiction and Analysis for Hyperspectral Image Data''', IEEE Transactions on Geoscience and Remote Sensing, http://dx.doi.org/10.1109/TGRS.2017.2779458
    Journal articles | 2017
    Yin J; Qv H; Luo X; Jia X, 2017, 'Segment-Oriented Depiction and Analysis for Hyperspectral Image Data', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 3982 - 3996, http://dx.doi.org/10.1109/TGRS.2017.2686444
    Journal articles | 2017
    Zhao C; Zhao G; Jia X, 2017, 'Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10, pp. 331 - 346, http://dx.doi.org/10.1109/JSTARS.2016.2606504
    Journal articles | 2017
    Zhu J; Hu J; Jia S; Jia X; Li Q, 2017, 'Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 56, pp. 1873 - 1886, http://dx.doi.org/10.1109/TGRS.2017.2769113
    Journal articles | 2016
    Chen T; Niu R; Jia X, 2016, 'A comparison of information value and logistic regression models in landslide susceptibility mapping by using GIS', Environmental Earth Sciences, 75, http://dx.doi.org/10.1007/s12665-016-5317-y
    Journal articles | 2016
    Chen Y; Jiang H; Li C; Jia X; Ghamisi P, 2016, 'Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 6232 - 6251, http://dx.doi.org/10.1109/TGRS.2016.2584107
    Journal articles | 2016
    Gu Y; Liu T; Jia X; Benediktsson JA; Chanussot J, 2016, 'Nonlinear Multiple Kernel Learning with Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 3235 - 3247, http://dx.doi.org/10.1109/TGRS.2015.2514161
    Journal articles | 2016
    Hossain MA; Jia X; Benediktsson JA, 2016, 'One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, pp. 1606 - 1612, http://dx.doi.org/10.1109/JSTARS.2015.2506268
    Journal articles | 2016
    Jia S; Hu J; Xie Y; Shen L; Jia X; Li Q, 2016, 'Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 3174 - 3187, http://dx.doi.org/10.1109/TGRS.2015.2513082
    Journal articles | 2016
    Li J; Khodadadzadeh M; Plaza A; Jia X; Bioucas-Dias JM, 2016, 'A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, pp. 625 - 639, http://dx.doi.org/10.1109/JSTARS.2015.2470129
    Journal articles | 2016
    Li S; Lu T; Fang L; Jia X; Benediktsson JA, 2016, 'Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 7416 - 7420, http://dx.doi.org/10.1109/TGRS.2016.2603190
    Journal articles | 2016
    Li S; Ni L; Jia X; Gao L; Zhang B; Peng M, 2016, 'Multi-scale superpixel spectral–spatial classification of hyperspectral images', International Journal of Remote Sensing, 37, pp. 4905 - 4922, http://dx.doi.org/10.1080/01431161.2016.1225175
    Journal articles | 2016
    Li X; Jia X; Wang L; Zhao K, 2016, 'Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines', IEEE Geoscience and Remote Sensing Letters, 13, pp. 1335 - 1339, http://dx.doi.org/10.1109/LGRS.2016.2584660
    Journal articles | 2016
    Liu T; Gu Y; Jia X; Benediktsson JA; Chanussot J, 2016, 'Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 7351 - 7365, http://dx.doi.org/10.1109/TGRS.2016.2600522
    Journal articles | 2016
    Sun G; Chen X; Jia X; Yao Y; Wang Z, 2016, 'Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, pp. 2081 - 2092, http://dx.doi.org/10.1109/JSTARS.2015.2478914
    Journal articles | 2016
    Sun G; Zhang A; Jia X; Li X; Ji S; Wang Z, 2016, 'DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm', Information Sciences, 363, pp. 52 - 71, http://dx.doi.org/10.1016/j.ins.2016.05.007
    Journal articles | 2016
    Xu M; Jia X; Pickering M; Plaza AJ, 2016, 'Cloud removal based on sparse representation via multitemporal dictionary learning', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 2998 - 3006, http://dx.doi.org/10.1109/TGRS.2015.2509860
    Journal articles | 2016
    Xu M; Pickering M; Plaza AJ; Jia X, 2016, 'Thin cloud removal based on signal transmission principles and spectral mixture analysis', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 1659 - 1669, http://dx.doi.org/10.1109/TGRS.2015.2486780
    Journal articles | 2016
    Yin J; Yu W; Jia X, 2016, 'Hybrid Norm Pursuit Method for Hyperspectral Image Reconstruction', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, pp. 4492 - 4500, http://dx.doi.org/10.1109/JSTARS.2016.2535467
    Journal articles | 2016
    Zhao G; Zhao C; Jia X, 2016, 'Multilayer Unmixing for Hyperspectral Imagery with Fast Kernel Archetypal Analysis', IEEE Geoscience and Remote Sensing Letters, PP, http://dx.doi.org/10.1109/LGRS.2016.2595102
    Journal articles | 2015
    Chen Y; Zhao X; Jia X, 2015, 'Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, pp. 2381 - 2392, http://dx.doi.org/10.1109/JSTARS.2015.2388577
    Journal articles | 2015
    Gu Y; Wang Q; Jia X; Benediktsson JA, 2015, 'A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification', IEEE Transactions on Geoscience and Remote Sensing, 53, pp. 5312 - 5326, http://dx.doi.org/10.1109/TGRS.2015.2421051
    Journal articles | 2015
    Li X; Jia X; Wang L; Zhao K, 2015, 'On spectral unmixing resolution using extended support vector machines', IEEE Transactions on Geoscience and Remote Sensing, 53, pp. 4985 - 4996, http://dx.doi.org/10.1109/TGRS.2015.2415587
    Journal articles | 2015
    Wang J; Cao X; Chen J; Jia X, 2015, 'Assessment of Multiple Scattering in the Reflectance of Semiarid Shrublands', IEEE Transactions on Geoscience and Remote Sensing, 53, pp. 4910 - 4921, http://dx.doi.org/10.1109/TGRS.2015.2413409
    Journal articles | 2015
    Xu J; Hu J; Jia X, 2015, 'A multistaged automatic restoration of noisy microscopy cell images', IEEE Journal of Biomedical and Health Informatics, 19, pp. 367 - 376, http://dx.doi.org/10.1109/JBHI.2014.2305445
    Journal articles | 2015
    Yin J; Li H; Jia X, 2015, 'Crater detection based on gist features', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, pp. 23 - 29, http://dx.doi.org/10.1109/JSTARS.2014.2375066
    Journal articles | 2015
    Yin J; Sun J; Jia X, 2015, 'Sparse Analysis Based on Generalized Gaussian Model for Spectrum Recovery with Compressed Sensing Theory', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, pp. 2752 - 2759, http://dx.doi.org/10.1109/JSTARS.2014.2336834
    Journal articles | 2015
    Zhang G; Jia X; Hu J, 2015, 'Superpixel-based graphical model for remote sensing image mapping', IEEE Transactions on Geoscience and Remote Sensing, 53, pp. 5861 - 5871, http://dx.doi.org/10.1109/TGRS.2015.2423688
    Journal articles | 2014
    Hossain MA; Jia X; Pickering M, 2014, 'Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification', IEEE Geoscience and Remote Sensing Letters, 11, pp. 424 - 428, http://dx.doi.org/10.1109/LGRS.2013.2264471
    Journal articles | 2014
    Jia X; Wang L, 2014, 'Fuzzy assessment of spectral unmixing algorithms', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7, pp. 1947 - 1955, http://dx.doi.org/10.1109/JSTARS.2013.2264313
    Journal articles | 2014
    Mamun M; Jia X; Ryan MJ, 2014, 'Nonlinear elastic model for flexible prediction of remotely sensed multitemporal images', IEEE Geoscience and Remote Sensing Letters, 11, pp. 1005 - 1009, http://dx.doi.org/10.1109/LGRS.2013.2284358
    Journal articles | 2014
    Tuia D; Merényi E; Jia X; Grana-Romay M, 2014, 'Foreword to the special issue on machine learning for remote sensing data processing', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7, pp. 1007 - 1011, http://dx.doi.org/10.1109/JSTARS.2014.2311915
    Journal articles | 2014
    Wu C; Deng C; Jia X, 2014, 'Spatially constrained multiple endmember spectral mixture analysis for quantifying subpixel urban impervious surfaces', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7, pp. 1976 - 1984, http://dx.doi.org/10.1109/JSTARS.2014.2318018
    Journal articles | 2013
    Gu Y; Wang S; Jia X, 2013, 'Spectral unmixing in multiple-kernel hilbert space for hyperspectral imagery', IEEE Transactions on Geoscience and Remote Sensing, 51, pp. 3968 - 3981, http://dx.doi.org/10.1109/TGRS.2012.2227757
    Journal articles | 2013
    Inggs M; Jia X; Jones S; Lowell K, 2013, 'The GRSS Summer School Melbourne 2013', IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 1, pp. 42 - 45, http://dx.doi.org/10.1109/MGRS.2013.2277554
    Journal articles | 2013
    Jia X; Kuo B-C; Crawford MM, 2013, 'Feature mining for hyperspectral image classification', Proceedings of the IEEE, 101, pp. 676 - 697, http://dx.doi.org/10.1109/JPROC.2012.2229082
    Journal articles | 2013
    Kwok NM; Shi HY; Ha QP; Fang G; Chen SY; Jia X, 2013, 'Simultaneous image color correction and enhancement using particle swarm optimization', Engineering Applications of Artificial Intelligence, 26, pp. 2356 - 2371, http://dx.doi.org/10.1016/j.engappai.2013.07.023
    Journal articles | 2013
    Yin J; Gao C; Jia X, 2013, 'A New Target Detector for Hyperspectral Data Using Cointegration Theory', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 6, pp. 638 - 643
    Journal articles | 2013
    Yin J; Gao C; Jia X, 2013, 'Wavelet packet analysis and gray model for feature extraction of hyperspectral data', IEEE Geoscience and Remote Sensing Letters, 10, pp. 682 - 686, http://dx.doi.org/10.1109/LGRS.2012.2218569
    Journal articles | 2012
    Hasan M; Pickering MR; Jia X, 2012, 'Robust automatic registration of multimodal satellite images using CCRE with partial volume interpolation', IEEE Transactions on Geoscience and Remote Sensing, 50, pp. 4050 - 4061, http://dx.doi.org/10.1109/TGRS.2012.2187456
    Journal articles | 2012
    Li S; Zhang B; Li A; Jia X; Gao L; Peng M, 2012, 'Hyperspectral imagery clustering with neighborhood constraints', IEEE Geoscience and Remote Sensing Letters, pp. 588 - 592, http://dx.doi.org/10.1109/LGRS.2012.2215005
    Journal articles | 2012
    Luo W; Zhang B; Jia X, 2012, 'New improvements in parallel implementation of N-FINDR algorithm', IEEE Transactions on Geoscience and Remote Sensing, 50, pp. 3648 - 3659, http://dx.doi.org/10.1109/TGRS.2012.2185056
    Journal articles | 2012
    Ng TF; Pham TD; Jia X, 2012, 'Feature interaction in subspace clustering using the Choquet integral', Pattern Recognition, 45, pp. 2645 - 2660, http://dx.doi.org/10.1016/j.patcog.2012.01.019
    Journal articles | 2012
    Renzullo L; Youngentob KN; Held AA; Jia X; Lindenmayer D; Foley W, 2012, 'Using imaging spectroscopy to estimate integrated measures of foliage nutritional quality', Methods in Ecology and Evolution, 3, pp. 416 - 426, http://dx.doi.org/10.1111/j.2041-210X.2011.00149.x
    Journal articles | 2012
    Van der meera FD; Jia X, 2012, 'Collinearity and orthogonality of endmembers in linear spectral unmixing', International Journal of Applied Earth Observation and Geoinformation, 18, pp. 491 - 503, http://dx.doi.org/10.1016/j.jag.2011.10.004
    Journal articles | 2012
    Yin J; Gao C; Jia X, 2012, 'Using Hurst and Lyapunov Exponent For Hyperspectral Image Feature Extraction', IEEE Geoscience and Remote Sensing Letters, 9, pp. 705 - 709, http://dx.doi.org/10.1109/LGRS.2011.2179005
    Journal articles | 2012
    Zhang G; Jia X, 2012, 'Simplified conditional random fields with class boundary constraint for spectral-spatial based remote sensing image classification', IEEE Geoscience and Remote Sensing Letters, 9, pp. 856 - 860, http://dx.doi.org/10.1109/LGRS.2012.2186279
    Journal articles | 2012
    2012, 'Integrating remotely sensed data, GIS and expert knowledge to update object-based land use/land cover information', International Journal of Remote Sensing, 33, pp. 905 - 921
    Journal articles | 2011
    Chen X; Chen J; Jia X; Somers B; Wu J; Coppin P, 2011, 'A quantitative analysis of virtual endmembers' increased impact on the collinearity effect in spectral unmixing', IEEE Transactions on Geoscience and Remote Sensing, 49, pp. 2945 - 2956, http://dx.doi.org/10.1109/TGRS.2011.2121073
    Journal articles | 2011
    Jia X; Zhang B; Li S; Gao L; Peng M, 2011, 'Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery', Geoscience and Remote Sensing Letters, 8, pp. 973 - 977, http://dx.doi.org/10.1109/LGRS.2011.2145353
    Journal articles | 2011
    Plaza A; Du Q; Bioucas-Dias JM; Jia X; Kruse FA, 2011, 'Foreword to the special issue on spectral unmixing of remotely sensed data', IEEE Transactions on Geoscience and Remote Sensing, 49, pp. 4103 - 4105, http://dx.doi.org/10.1109/TGRS.2011.2167193
    Journal articles | 2011
    Youngentob KN; Roberts DA; Held AA; Dennison PE; Jia X; Lindenmayer D, 2011, 'Mapping two Eucalyptus subgenera using multiple endmember spectral mixture analysis and continuum-removed imaging spectrometry data', Remote Sensing of Environment, 115, pp. 1115 - 1128, http://dx.doi.org/10.1016/j.rse.2010.12.012
    Journal articles | 2010
    Huang ZF; Jia X; Ge L, 2010, 'Sampling Approaches for One-Pass Land-use/land-cover Change Mapping', International Journal of Remote Sensing, 31, pp. 1543 - 1554, http://dx.doi.org/10.1080/01431160903475399
    Journal articles | 2010
    Li F; Jia X; Fraser D; Lambert AJ, 2010, 'Super resolution for remote sensing images based on a Universal Hidden Markov Tree Model', IEEE Transactions on Geoscience and Remote Sensing, 48, pp. 1270 - 1278, http://dx.doi.org/10.1109/TGRS.2009.2031636
    Journal articles | 2010
    Xiao Y; Tien D; Jia X, 2010, 'Region-based perceptual grouping for road extraction from high-resolution images', International Journal of Intelligent Systems Technologies and Applications, 9, pp. 208 - 217, http://dx.doi.org/10.1504/IJISTA.2010.036576
    Journal articles | 2009
    Li F; Jia X; Fraser D, 2009, 'Superresolution reconstruction of multispectral data for improved image classification', IEEE Geoscience and Remote Sensing Letters, 6, pp. 689 - 693, http://dx.doi.org/10.1109/LGRS.2009.2023604
    Journal articles | 2009
    Wang L; Jia X, 2009, 'Integration of Soft and Hard Classifications Using Extended Support Vector Machines', IEEE Geoscience and Remote Sensing Letters, 6, pp. 543 - 547, http://dx.doi.org/10.1109/LGRS.2009.2020924
    Journal articles | 2008
    Jia X; Richards JA, 2008, 'Managing the spectral-spatial mix in context classification using Markov random fields', IEEE Geoscience and Remote Sensing Letters, 5, pp. 311 - 314
    Journal articles | 2008
    Richards JA; Jia X, 2008, 'Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification', IEEE Geoscience and Remote Sensing Letters, 5, pp. 774 - 777
    Journal articles | 2007
    Huang ZF; Jia X; Turner B; Dury S; Wallis I; Foley W, 2007, 'Estimating nitrogen in eucalypt foliage by automatically extracting tree spectra from HyMap (TM) data', Photogrammetric Engineering and Remote Sensing, 73, pp. 397 - 401
    Journal articles | 2007
    Richards JA; Jia X, 2007, 'A Dempster-Shafer relaxation approach to context classification', IEEE Transactions on Geoscience and Remote Sensing, 45, pp. 1422 - 1431
    Journal articles | 2007
    Wang L; Jia X; Zhang Y, 2007, 'A novel geometry-based feature-selection technique for hyperspectral imagery', IEEE Geoscience and Remote Sensing Letters, 4, pp. 171 - 175
    Journal articles | 2006
    Li F; Fraser D; Jia X, 2006, 'Improved IBP for super-resolving remote sensing images', Geographic Information Sciences, 12, pp. 106 - 111, http://dx.doi.org/10.1080/10824000609480624
    Journal articles | 2006
    Richards JA; Jia X, 2006, 'Remote Sensing Digital Image Analysis An Introduction',
    Journal articles | 2006
    Zhang B; Jia X; Chen Z; Tong Q, 2006, 'A patch-based image classification by integrating hyperspectral data with GIS', International Journal of Remote Sensing, 27, pp. 3337 - 3346
    Journal articles | 2005
    Jia X; Richards JA, 2005, 'Fast k-NN classification using the cluster-space approach', IEEE Geoscience and Remote Sensing Letters, 2, pp. 225 - 228, http://dx.doi.org/10.1109/LGRS.2005.846437
    Journal articles | 2003
    Jia X; Richards JA, 2003, 'Efficient transmission and classification of hyperspectral image data', IEEE Transactions on Geoscience and Remote Sensing, 41, pp. 1129 - 1131, http://dx.doi.org/10.1109/TGRS.2003.810710
    Journal articles | 2003
    Jia X, 2003, 'On error correction and accuracy assessment of satellite imagery registration', The Globe, 54, pp. 35 - 38
    Journal articles | 2002
    Jia X; Richards J, 2002, 'Cluster-Space Representation for Hyperspectral Data Classification', IEEE Transactions on Geoscience and Remote Sensing, 40, pp. 593 - 598
    Journal articles | 1999
    Jia X; Richards JA, 1999, 'Segmented Principal Components Transformation for Efficient Hyperspectral Remote-Sensing Image Display and Classification', IEEE Transactions on Geoscience and Remote Sensing, pp. 538 - 542
    Journal articles | 1998
    Jia X; Richards JA, 1998, 'Progressive Two-Class Decision Classifier for Optimization of Class Discrimination', Remote Sensing of Environment, pp. 289 - 297
    Journal articles | 1994
    Jia X; Richards JA, 1994, 'Efficient Maximum Likelihood Classification for Imaging Spectrometer Data Sets', IEEE Transactions on Geoscience and Remote Sensing, 32, pp. 274 - 281, http://dx.doi.org/10.1109/36.295042
    Journal articles | 1993
    Jia X; Richards JA, 1993, 'Binary coding of imaging spectrometer data for fast spectral matching and classification', Remote Sensing of Environment, 43, pp. 47 - 53, http://dx.doi.org/10.1016/0034-4257(93)90063-4
  • Preprints | 2023
    Hong D; Zhang B; Li X; Li Y; Li C; Yao J; Yokoya N; Li H; Ghamisi P; Jia X; Plaza A; Gamba P; Benediktsson JA; Chanussot J, 2023, SpectralGPT: Spectral Remote Sensing Foundation Model, , http://dx.doi.org/10.48550/arxiv.2311.07113
    Conference Papers | 2023
    Zhang J; Hu J; Jia X, 2023, 'Learning Discriminative Features with Attention Based Dual-Stream Decoder for Weakly Supervised Solar Panel Mapping', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, http://dx.doi.org/10.1109/WHISPERS61460.2023.10430528
    Preprints | 2022
    Li Q; Yuan Y; Jia X; Wang Q, 2022, Dual-Stage Approach Toward Hyperspectral Image Super-Resolution, , http://dx.doi.org/10.48550/arxiv.2204.04387
    Preprints | 2022
    Sun G; Li Z; Zhang A; Wang X; Ding S; Jia X; Li J; Liu Q, 2022, High-resolution and Multitemporal Impervious Surface Mapping in the Lancang-Mekong Basin with Google Earth Engine, , http://dx.doi.org/10.5194/essd-2022-251
    Conference Papers | 2022
    Zhang J; Jia X; Zhou J; Hu J, 2022, 'Learning Uncertainty-Aware Label Transition for Weakly Supervised Solar Panel Mapping with Aerial Images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1181 - 1184, http://dx.doi.org/10.1109/IGARSS46834.2022.9884698
    Preprints | 2022
    Zhang J; Lei J; Xie W; Li Y; Jia X, 2022, Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching, , http://dx.doi.org/10.48550/arxiv.2301.00131
    Preprints | 2022
    Zhu Y; Yin X; Jia X; Hu J, 2022, Pair-Relationship Modeling for Latent Fingerprint Recognition, , http://arxiv.org/abs/2207.00587v1
    Preprints | 2021
    Yang X; Li S; Chen Z; Chanussot J; Jia X; Zhang B; Li B; Chen P, 2021, An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery, , http://dx.doi.org/10.48550/arxiv.2105.04132
    Conference Papers | 2021
    Zhang J; Jia X; Hu J, 2021, 'WEAKLY SUPERVISED SOLAR PANEL MAPPING USING RESIDUAL AGGREGATED NETWORK FOR AERIAL IMAGES', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2787 - 2790, http://dx.doi.org/10.1109/IGARSS47720.2021.9555007
    Conference Papers | 2021
    Zhang J; Zhang J; Jia X, 2021, 'LEARNING VIA WATCHING: A WEAKLY SUPERVISED MOVING OBJECT DETECTOR FOR SATELLITE VIDEOS', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2333 - 2336, http://dx.doi.org/10.1109/IGARSS47720.2021.9554146
    Conference Papers | 2020
    Zhang A; Sun G; Jia X; Zhang C; Yao Y, 2020, 'Multi-level thresholding using adaptive gravitational search algorithm and fuzzy entropy', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 363 - 372, http://dx.doi.org/10.1007/978-3-030-39431-8_35
    Conference Papers | 2020
    Zhang J; Jia X; Hu J, 2020, 'Low-Rank Matrix Decomposition with Superpixel-Based Structured Sparse Regularization for Moving Object Detection in Satellite Videos', in ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 941 - 948, http://dx.doi.org/10.5194/isprs-annals-V-2-2020-941-2020
    Conference Papers | 2020
    Zhang J; Jia X; Hu J, 2020, 'Pseudo Supervised Solar Panel Mapping based on Deep Convolutional Networks with Label Correction Strategy in Aerial Images', in 2020 Digital Image Computing: Techniques and Applications, DICTA 2020, Online, presented at 2020 Digital Image Computing: Techniques and Applications (DICTA), Online, 30 November 2020 - 02 December 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363379
    Conference Papers | 2019
    Chen X; Jia X; Pickering M, 2019, 'Urban-Rural Fringe Recognition with the Integration of Optical and Nighttime Lights Data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 7435 - 7438, http://dx.doi.org/10.1109/IGARSS.2019.8898062
    Conference Papers | 2019
    Farooq A; Jia X; Hu J; Zhou J; Awan AF, 2019, 'Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, Institute of Electrical and Electronics Engineers (IEEE), NETHERLANDS, Amsterdam, pp. 01 - 05, presented at 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), NETHERLANDS, Amsterdam, 24 September 2019 - 26 September 2019, http://dx.doi.org/10.1109/whispers.2019.8920832
    Conference Papers | 2019
    Farooq A; Jia X; Zhou J; Awan AF, 2019, 'Texture and shape features for grass weed classification using hyperspectral remote sensing images', in International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers (IEEE), pp. 7208 - 7211, presented at IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 28 July 2019 - 02 August 2019, http://dx.doi.org/10.1109/IGARSS.2019.8900132
    Conference Papers | 2019
    Guo Y; Jia X; Paull D; Zhang J; Farooq A; Chen X; Islam MN, 2019, 'A Drone-Based Sensing System to Support Satellite Image Analysis for Rice Farm Mapping', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 9376 - 9379, http://dx.doi.org/10.1109/IGARSS.2019.8898638
    Conference Papers | 2019
    Guo Y; Jia X; Paull D, 2019, 'Mapping of Rice Varieties with Sentinel-2 Data via Deep CNN Learning in Spectral and Time Domains', in 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, http://dx.doi.org/10.1109/DICTA.2018.8615872
    Preprints | 2019
    Zhang J; Jia X; Hu J; Chanussot J, 2019, Online Structured Sparsity-based Moving Object Detection from Satellite Videos, , http://dx.doi.org/10.48550/arxiv.1911.12989
    Conference Papers | 2019
    Zhang J; Jia X; Hu J; Tan K, 2019, 'Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization', in 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, http://dx.doi.org/10.1109/DICTA.2018.8615873
    Preprints | 2019
    Zhang J; Jia X; Hu J, 2019, Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos, , http://dx.doi.org/10.48550/arxiv.1908.09539
    Conference Papers | 2019
    Zhang J; Jia X, 2019, 'Improved low rank plus structured sparsity and unstructured sparsity decomposition for moving object detection in satellite videos', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 5421 - 5424, http://dx.doi.org/10.1109/IGARSS.2019.8900572
    Conference Papers | 2018
    Chen X; Jia X; Pickering M; Sun G, 2018, 'Improving impervious surface estimation by integrating multispectral and nighttime light images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2677 - 2680, http://dx.doi.org/10.1109/IGARSS.2018.8519145
    Conference Papers | 2018
    Farooq A; Hu J; Jia X; Awan AF, 2018, 'Weed classification in hyperspectral remote sensing images via deep convolutional neural network', in International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers (IEEE), SPAIN, Valencia, pp. 3816 - 3819, presented at IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, SPAIN, Valencia, 22 July 2018 - 27 July 2018, http://dx.doi.org/10.1109/igarss.2018.8518541
    Conference Papers | 2018
    Li F; Xin L; Guo Y; Jia X, 2018, 'Multitemporal mid-infrared imagery based calibration and super resolution for Gaofen-4', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 7038 - 7041, http://dx.doi.org/10.1109/IGARSS.2018.8517414
    Conference Papers | 2018
    Madigan E; Guo Y; Pickering M; Held A; Jia X, 2018, 'Quantitative monitoring of complete rice growing seasons using sentinel 2 time series images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 7699 - 7702, http://dx.doi.org/10.1109/IGARSS.2018.8517765
    Conference Papers | 2018
    Versteegen J; Jia X; Naughton D; Pickering M; Tuttle S, 2018, 'On Payload Spatial and Spectral Resolutions for Automatic Ship Detection in Satellite Images', in 5th International Workshop on Earth Observation and Remote Sensing Applications, EORSA 2018 - Proceedings, http://dx.doi.org/10.1109/EORSA.2018.8598581
    Conference Papers | 2018
    Zhang J; Jia X; Hu J, 2018, 'An effective zoom-in approach for detecting dim and small target proposals in satellite imagery', in International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers (IEEE), Valencia, Spain, pp. 7074 - 7077, presented at 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 22 July 2018 - 27 April 2018, http://dx.doi.org/10.1109/igarss.2018.8519575
    Conference Papers | 2018
    Zhao D; Zhou H; Rong S; Jia X, 2018, 'An adaptation of CNN for small target detection in the infrared', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 669 - 672, http://dx.doi.org/10.1109/IGARSS.2018.8518464
    Preprints | 2017
    Alam FI; Zhou J; Liew AW-C; Jia X; Chanussot J; Gao Y, 2017, Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation, , http://dx.doi.org/10.48550/arxiv.1711.04483
    Conference Papers | 2017
    Farooq A; Hu J; Jia X; Awan AF, 2017, 'Efficient object proposals extraction for target detection in VHR remote sensing images', in International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers (IEEE), Fort Worth, TX, USA, pp. 3337 - 3340, presented at 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, TX, USA, 23 July 2017 - 28 July 2017, http://dx.doi.org/10.1109/IGARSS.2017.8127712
    Conference Papers | 2017
    Gao Q; Lim S; Jia X, 2017, 'Classification of hyperspectral imagery based on dictionary learning and extended multi-attribute profiles', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, China, pp. 358 - 369, presented at 9th International Conference, ICIG 2017, Shanghai, China, 13 September 2017 - 15 September 2017, http://dx.doi.org/10.1007/978-3-319-71598-8_32
    Conference Papers | 2017
    Guo Y; Jia X; Paull D, 2017, 'A domain-transfer support vector machine for multi-temporal remote sensing imagery classification', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, Fort Worth, TX, United States, pp. 2215 - 2218, presented at 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, TX, United States, 23 July 2017 - 28 July 2017, http://dx.doi.org/10.1109/IGARSS.2017.8127428
    Conference Papers | 2017
    Guo Y; Jia X; Paull D, 2017, 'Sequential classifier training for rice mapping with multitemporal remote sensing imagery', Cambridge, MA, United States, presented at 2nd International Symposium on Spatiotemporal Computing (ISSC), Cambridge, MA, United States, 07 August 2017 - 09 August 2017
    Preprints | 2017
    Guo Y; Jia X; Paull D, 2017, Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification, , http://dx.doi.org/10.48550/arxiv.1706.04719
    Conference Papers | 2017
    Trisasongko BH; Paull DJ; Griffin AL; Jia X; Panuju DR, 2017, 'The role of seasons in interferometric decorrelation over tropical woody vegetation', in 38th Asian Conference on Remote Sensing - Space Applications: Touching Human Lives, ACRS 2017
    Conference Papers | 2017
    Zhang J; Jia X; Hu J, 2017, 'Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video', in 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, NSW, Australia, presented at 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, NSW, Australia, 29 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/DICTA.2017.8227465
    Conference Presentations | 2017
    Zhang K; Obrien R; Keall P; George A; Dong B; Jia X; Liney G, 2017, 'Real-time adaptive radiotherapy on an MRI-Linac: End-to-end proof-of-principle demonstration', presented at 5th international MR in RT Symposium, Sydney, 20 June 2017 - 23 June 2017
    Conference Papers | 2017
    Zhu Y; Yin X; Jia X; Hu J, 2017, 'Latent Fingerprint Segmentation Based on Convolutional Neural Networks', in 2017 IEEE Workshop on Information Forensics and Security (WIFS), Rennes, France, presented at 2017 IEEE Workshop on Information Forensics and Security (WIFS), Rennes, France, 04 December 2017 - 07 December 2017, http://dx.doi.org/10.1109/WIFS.2017.8267655
    Conference Papers | 2016
    Alam FI; Zhou J; Liew AWC; Jia X, 2016, 'CRF learning with CNN features for hyperspectral image segmentation', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 6890 - 6893, http://dx.doi.org/10.1109/IGARSS.2016.7730798
    Conference Papers | 2016
    Guo Y; Jia X; Paull D; Held A, 2016, 'Multi-kernel retrieval of land surface bidirectional reflectance distribution functions based on l1-norm optimization', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1358 - 1361, http://dx.doi.org/10.1109/IGARSS.2016.7729346
    Conference Papers | 2016
    Jia S; Deng B; Jia X, 2016, 'Superpixel-level sparse representation-based classification for hyperspectral imagery', in 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, presented at 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 July 2016 - 15 July 2016, http://dx.doi.org/10.1109/igarss.2016.7729854
    Conference Papers | 2016
    Jia S; Hu J; Deng L; Jia X, 2016, 'Three-dimensional local binary patterns for hyperspectral imagery classification', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 465 - 468, http://dx.doi.org/10.1109/IGARSS.2016.7729115
    Conference Papers | 2016
    Li S; Zhang B; Jia X; Wu H, 2016, 'Fusion multiscale superpixel features for classification of hyperspectral images', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, Los Angeles, CA, USA, presented at 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, CA, USA, 21 August 2016 - 24 August 2016, http://dx.doi.org/10.1109/WHISPERS.2016.8071751
    Conference Papers | 2016
    Xu M; Jia X; Pickering M; Roberts D, 2016, 'Spectral unmixing for fire smoke detection and removal', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 806 - 808, http://dx.doi.org/10.1109/IGARSS.2016.7729203
    Conference Presentations | 2016
    Zhang K; Jia X; Keall P; Liney G, 2016, 'Workflow and software for MRI real-time guided radiotherapy', presented at EPSM, Sydney, 06 November 2016 - 10 November 2016
    Conference Papers | 2015
    Gao G; Liu H; Gu Y; Jia X, 2015, 'Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014', in 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Multi-Temp 2015, http://dx.doi.org/10.1109/Multi-Temp.2015.7245794
    Conference Papers | 2015
    Li F; Guo Y; Gao J; Jia X, 2015, 'Hyperspectral images mapping with group sparse representations', in 2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), IEEE, PEOPLES R CHINA, Ningbo, pp. 1021 - 1024, presented at IEEE International Conference on Signal Processing, Communications and Computing ICSPCC 2015, PEOPLES R CHINA, Ningbo, 19 September 2015 - 22 September 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380573100215&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2015
    Li F; Guo Y; Gao J; Jia X, 2015, 'Hyperspectral images mapping with group sparse representations', in 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015, http://dx.doi.org/10.1109/ICSPCC.2015.7338968
    Conference Presentations | 2015
    Xu M; Jia X; Pickering M; Plaza A, 2015, 'Restoration of cloud-contaminated optical remote sensing imag-es using a spectral unmixing technique', presented at EMSR 2015, Sanya, China, 25 November 2015 - 27 November 2015
    Conference Papers | 2015
    Xu M; Jia X; Pickering M, 2015, 'Cloud effects removal via sparse representation', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 605 - 608, http://dx.doi.org/10.1109/IGARSS.2015.7325836
    Conference Papers | 2015
    Zhao G; Jia X; Zhao C, 2015, 'Multiple endmembers based unmixing using Archetypal Analysis', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 5039 - 5042, http://dx.doi.org/10.1109/IGARSS.2015.7326965
    Conference Papers | 2014
    Fu Y; Jia X; Huang W; Wang J, 2014, 'A comparative analysis of mutual information based feature selection for hyperspectral image classification', in Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on, Xian, China, presented at Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on, Xian, China, 09 July 2014 - 13 July 2014, http://dx.doi.org/10.1109/ChinaSIP.2014.6889220
    Conference Papers | 2014
    Jia X, 2014, 'Reconstruction of satellite images by multi-temporal gradient based sequential prediction', presented at IGARSS 2014, 13 July 2014 - 18 July 2014, http://dx.doi.org/10.1109/IGARSS.2014.6946756
    Conference Papers | 2014
    Mamun MA; Jia X; Hossain MA, 2014, 'Reconstruction of satellite images by multi-temporal gradient based sequential prediction', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1616 - 1618, http://dx.doi.org/10.1109/IGARSS.2014.6946756
    Conference Papers | 2014
    Xu M; Jia X; Pickering M, 2014, 'Automatic cloud removal for Landsat 8 OLI images using cirrus band', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2511 - 2514, http://dx.doi.org/10.1109/IGARSS.2014.6946983
    Conference Papers | 2013
    Hossain MA; Jia X; Pickering M, 2013, 'Incorporating spatial properties in subspace detection', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3986 - 3989, presented at International Geoscience and Remote Sensing Symposium (IGARSS), 21 July 2013 - 26 July 2013, http://dx.doi.org/10.1109/IGARSS.2013.6723706
    Conference Papers | 2013
    Hossain MA; Jia X; Pickering M, 2013, 'Subspace detection based on the combination of nonlinear feature extraction and feature selection', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, Gainesville, FL, USA, presented at 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Gainesville, FL, USA, 26 June 2013 - 28 June 2013, http://dx.doi.org/10.1109/WHISPERS.2013.8080632
    Conference Papers | 2013
    Huang Z; Jia X, 2013, 'A hybrid segmentation technique for objected-based hyperspectral data classification over complex sub-urban landscape', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, Gainesville, FL, USA, presented at 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Gainesville, FL, USA, 26 June 2013 - 28 June 2013, http://dx.doi.org/10.1109/WHISPERS.2013.8080625
    Conference Papers | 2013
    Li S; Jia X; Zhang B, 2013, 'Superpixel-based Markov random field for classification of hyperspectral images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3491 - 3493, http://dx.doi.org/10.1109/IGARSS.2013.6723581
    Conference Papers | 2013
    Xu J; Hu J; Jia X, 2013, 'Genetic Algorithm for distorted point set matching', in Proceedings of the 2013 6th International Congress on Image and Signal Processing, CISP 2013, pp. 1724 - 1729, http://dx.doi.org/10.1109/CISP.2013.6743954
    Conference Papers | 2012
    Jia X; He M; Wei F, 2012, 'Globally maximizing, locally minimizing: regularized nonnegative matrix factorization for hyperspectral data feature extraction', in Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, IEEE, Shanghai, China, presented at Whispers 2012 - 4th Workshop on hyperspectral image and signal processing: evolution in remote sensing, Shanghai, China, 04 June 2012 - 07 June 2012
    Conference Papers | 2012
    Li F; Fraser D; Jia X, 2012, 'Wavelet Domain Deblurring and Denoising for Image Resolution Improvement', in DICTA 2012 (Digital Image Computing: Techniques and Applications), IEEE, Piscataway, USA, presented at DICTA 2012 (Digital Image Computing: Techniques and Applications), Fremantle, Western Australia, 03 December 2012 - 05 December 2012
    Conference Papers | 2012
    Yi X; Jia X; Tien D, 2012, 'A Knowledge Based Classification for Urban Mapping Using High Resolution Remote Sensing Data', in DICTA 2012 (Digital Image Computing: Techniques and Applications), IEEE, Piscataway, USA, presented at DICTA 2012 (Digital Image Computing: Techniques and Applications), Fremantle, Western Australia, 03 December 2012 - 05 December 2012
    Conference Papers | 2012
    Zhang G; Jia X; Kwok NM, 2012, 'Super pixel based remote sensing image classification with histogram descriptors on spectral and spatial data', in Hajnsek I; Rott H (ed.), 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, USA, pp. 4335 - 4338, presented at 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, 22 July 2012 - 27 July 2012, http://dx.doi.org/10.1109/IGARSS.2012.6351708
    Conference Papers | 2011
    Almassian A; Güler M; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Detection of Time Varying Signals by the Dissipative Stochastic Mechanics Based Neuron Model', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596630
    Conference Papers | 2011
    Bartolomeo L; Zecca M; Sessa S; Lin Z; Mukaeda Y; Ishii H; Takanishi A; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Baseline Adaptive Wavelet Thresholding Technique for sEMG Denoising', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596644
    Conference Papers | 2011
    Beck D; Brandl M; Pham TD; Chang CC; Zhou X, 2011, 'In-silico identification of micro-loops in Myelodysplastic Syndromes', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 263 - 271, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596650
    Conference Papers | 2011
    Brandl M; Beck D; Pham TD, 2011, 'Application of Fuzzy c-Means and Joint-Feature-Clustering to Detect Redundancies of Image-Features in Drug Combinations Studies of Breast Cancer', in AIP Conference Proceedings, American Institute of Physics, Melvile, NY 11747 USA, pp. 65 - 72, presented at 2011 International Symposium on Computational Models for life Sciences (CMLS-11), Toyama, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596628
    Conference Papers | 2011
    Chen Y; Duff M; Lehrer N; Sundaram H; He J; Wolf SL; Rikakis T; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'A Computational Framework for Quantitative Evaluation of Movement during Rehabilitation', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596656
    Conference Papers | 2011
    Daskalaki A; Jozefczuk J; Lehrach H; Adjaye J; Wierling C; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Pathway Analysis and Modeling of the Differentiation of Human Embryonic Stem Cells into Hepatocyte-like Cells', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596649
    Conference Papers | 2011
    Dyrholm M; Kyllingsbæk S; Vangkilde S; Habekost T; Bundesen C; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Single-Trial Inference on Visual Attention', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596625
    Conference Papers | 2011
    Dyrholm M; Sajda P; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Discriminant Multitaper Component Analysis of EEG', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596640
    Conference Papers | 2011
    Gavrishchaka VV; Senyukova O; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Robust algorithmic detection of the developed cardiac pathologies and emerging or transient abnormalities from short periods of RR data', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596645
    Conference Papers | 2011
    Gong H; Zuliani P; Clarke EM; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Model Checking of a Diabetes-Cancer Model', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596647
    Conference Papers | 2011
    Hayashi T; Fujita Y; Mitani Y; Hamamoto Y; Segawa M; Terai S; Sakaida I; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'An Abdominal Aorta Wall Extraction for Liver Cirrhosis Classification Using Ultrasonic Images', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596660
    Conference Papers | 2011
    Hirohashi Y; Oyama-Higa M; Lee S; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'A Study of Care Work in Welfare Facilities for the Elderly, Using Non Linear Analysis of Finger Plethysmograms', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596651
    Conference Papers | 2011
    Hirohashi Y; Oyama-Higa M; Lee S; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'The Relations between the Mental Condition of the Care House Residents and Finger Plethysmograms', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596635
    Conference Papers | 2011
    Hu Y; Wang W; Suzuki T; Oyama-Higa M; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Characteristic Extraction of Mental Disease Patients by Nonlinear Analysis of Plethysmograms', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596631
    Conference Papers | 2011
    Imai E; Katagiri Y; Seki K; Kawamata T; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Affection of Fundamental Brain Activity By Using Sounds For Patients With Prosodic Disorders: A Pilot Study', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596661
    Conference Papers | 2011
    Jradeh M; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'A mathematical method to estimate the thalamic input to the cerebral cortex', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596638
    Conference Papers | 2011
    Kitahara T; Honda S; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Solution for MEG inverse problem using Signal Space Separation and Magnetic Field Tomography', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596641
    Conference Papers | 2011
    Kwok NM; Wang D; Jia X; Chen SY; Fang G; Chen SY, 2011, 'Gray World based Color Correction and Intensity Preservation for Image Enhancement', in 2011 4th International Congress on Image and Signal Procesing, IEEE, Shanghai, China, pp. 1008 - 1012, presented at 4th International Congress on Image and Signal Processing, CISP 2011, Shanghai, China, 15 October 2011 - 17 October 2011
    Conference Papers | 2011
    Kwok NM; Wang D; Jia X; Chen SY; Fang G; Ha QP, 2011, 'Gray world based color correction and intensity preservation for image enhancement', in Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011, pp. 994 - 998, http://dx.doi.org/10.1109/CISP.2011.6100336
    Conference Papers | 2011
    Lee M-S; Yen C-L; Ueng S-K; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Speckle Suppression with Edges Preservation for Ultrasound Images', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596626
    Conference Papers | 2011
    Lee U; Jang I; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Nonlinear Spectral Element Model for the Blood Flow in Human Arteries', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596636
    Conference Papers | 2011
    Ling H; Samarasinghe S; Kulasiri D; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Robustness of CDK2 in Triggering Cellular Senescence based on Probability of DNA-damaged Cells Passing G1∕S Checkpoint', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596643
    Conference Papers | 2011
    Mateos LA; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Chaotic Nonlinear Prime Number Function', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596639
    Conference Papers | 2011
    Miao T; Oyama-Higa M; Sato S; Kojima J; Lin J; Reika S; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Plethysmogram and EEG: Effects of Music and Voice Sound', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596652
    Conference Papers | 2011
    Mori T; Ishino T; Noguchi H; Shimosaka M; Sato T; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Anomaly Detection and Life Pattern Estimation for the Elderly Based on Categorization of Accumulated Data', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596654
    Conference Papers | 2011
    Moro A; Arie M; Terabayashi K; Umeda K; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Fast Human Detection Algorithm Based on Subtraction Stereo for Generic Environment', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596655
    Conference Papers | 2011
    Njap F; Claussen JC; Moser A; Hofmann UG; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Comparing Realistic Subthalamic Nucleus Neuron Models', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596632
    Conference Papers | 2011
    Polwiang S; Coster A, 2011, 'The effect of gap junction conductance on synchronisation of sinoatrial node central cells', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 146 - 155, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596637
    Conference Papers | 2011
    Rothaus K; Jiang X; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Classification of Arteries and Veins in Retinal Images using Vessel Profile Features', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596622
    Conference Papers | 2011
    Sato S; Miao T; Oyama-Higa M; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Studies on Five Senses Treatment', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596653
    Conference Papers | 2011
    Sriyanyong P; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'An Approach to Economic Dispatch with Multiple Fuels Based on Particle Swarm Optimization', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596657
    Conference Papers | 2011
    Su R; Sun C; Pham TD, 2011, 'Junction Detection for Linear Structures', in AIP Conference Proceedings, American Institute of Physics, Melvile, NY 11747 USA, pp. 29 - 36, presented at 2011 International Symposium on Computational Models for life Sciences (CMLS-11), Toyama, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596624
    Conference Papers | 2011
    Takahashi Y; Tomiyama T; Matsubayashi H; Tsukamoto A; Oyama-Higa M; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Prospective Changes in Infertile Patients using Nonlinear Analysis', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596642
    Conference Papers | 2011
    Thepvilojanapong N; Sugo K; Namiki Y; Tobe Y; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Recognition of Bike-Riding States with HMM Analysis', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596658
    Conference Papers | 2011
    Tian H; Cai H; Cui C; Li L; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Quality enhancement with adaptive edge preservation for lymph nodal images', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596659
    Conference Papers | 2011
    Tirupattur N; Lapish CC; Mukhopadhyay S; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Text Mining for Neuroscience', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596634
    Conference Papers | 2011
    Ueyama Y; Miyashita E; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Cocontraction of Pairs of Muscles around Joints May Improve an Accuracy of a Reaching Movement: a Numerical Simulation Study', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596629
    Conference Papers | 2011
    Wang B; Pham TD, 2011, 'Estimating neuronal ageing with hidden Markov models', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 110 - 117, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596633
    Conference Papers | 2011
    Wang L; Jia X, 2011, 'Fuzzy accuracy assessment of subpixel analysis of multi/hyperspectral image data', in International CiSE 2011: Conference on Computational Intelligence and Software, Wuhan, China, presented at International CiSE 2011, Wuhan, China, 09 December 2011 - 11 December 2011
    Conference Papers | 2011
    Zhang B; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Phenotype Recognition for RNAi Screening by Random Projection Forest', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596627
    Conference Papers | 2011
    Zhang Y; Zhang B; Lu W; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Breast Cancer Classification From Histological Images with Multiple Features and Random Subspace Classifier Ensemble', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596623
    Conference Papers | 2011
    Zhou W; Yan H; Fan X; Hao Q; Pham TD; Zhou X; Tanaka H; Oyama-Higa M; Jiang X; Sun C; Kowalski J; Jia X, 2011, 'Prediction of Protein-protein Interactions Using Alpha Shape Modeling', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596648
    Conference Papers | 2011
    Zhou X; Wang Y; Wang H; Pham TD; Li K, 2011, 'Biomarker motif discovery by integrating mass spectrometry and PPI network', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 225 - 233, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596646
    Conference Papers | 2010
    Chen X; Chen J; Jia X; Wu J, 2010, 'Impact of collinearity on linear and nonlinear spectral mixture analysis', in Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), IEEE, Reykjavik, presented at Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), iceland, 14 June 2010 - 16 June 2010, http://dx.doi.org/10.1109/WHISPERS.2010.5594918
    Conference Papers | 2010
    Hasan M; Robles-Kelly A; Zhou J; Jia X; Pickering MR, 2010, 'Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation', in 2010 IEEE 17th International Conference on Image Processing ICIP 2010, IEEE, Hong Kong, pp. 2329 - 2332, presented at International Conference on Image Processing, Hong Kong, 26 September 2010 - 29 September 2010, http://dx.doi.org/10.1109/ICIP.2010.5651054
    Conference Papers | 2010
    Jia X; Dey C; Fraser D; Lymburner L; Lewis A, 2010, 'Controlled spectral unmixing using extended Support Vector Machines', in Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), IEEE, Reykjavik, presented at Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), iceland, 14 June 2010 - 16 June 2010, http://dx.doi.org/10.1109/WHISPERS.2010.5594843
    Conference Papers | 2010
    Kwok NM; Jia X; Wang D; Chen SY; Chen SY; Chen SY, 2010, 'Image Contrast Enhancement based on Histogram Smoothing and Continuous Intensity Relocation', in Proceeding of CISP 2010, IEEE, USA, pp. 688 - 692, presented at 2010 3rd International Congress on Image and Signal Processing (CISP2010), Yantai, China., 16 October 2010 - 18 October 2010, http://dx.doi.org/10.1109/CISP.2010.5647206
    Conference Papers | 2010
    Li F; Jia X; Tien D; Wang D; Kwok NM, 2010, 'Fast Human Identification for Video-based Surveillance', in Russia and Pacific Conference on Computer Technology and Applications, Vladivostok, Russia, pp. 259 - 263, presented at Russia and Pacific Conference on Computer Technology and Applications (RPC 2010), Vladivostok, Russia, 06 September 2010 - 09 September 2010, http://seit.unsw.adfa.edu.au/research/details2.php?page_id=591
    Conference Presentations | 2010
    Mamun M; Jia X; Ryan M, 2010, 'FOUR-DIMENSIONAL COMPRESSION FOR THE LOSSLESS TRANSMISSION OF REMOTELY SENSED DATA', presented at Conference on Intelligent Data Understanding, Mountain View, US, 05 October 2010 - 06 October 2010
    Conference Papers | 2010
    Mamun MA; Jia X; Ryan MJ, 2010, 'Optimizing Multitemporal Data Regression for Minimizing Residual Entropy', in Selected topics in power systems and remote sensing, Iwate Prefectural University, Japan, pp. 229 - 234, presented at WSEAS, Iwate, Japan, 04 October 2010 - 06 October 2010, http://www.wseas.us/e-library/conferences/2010/Japan/POWREM/POWREM-37.pdf
    Conference Papers | 2010
    Mamun MA; Jia X; Ryan MJ, 2010, 'Sequential multispectral images compression for efficient lossless data transmission', IEEE, USA, pp. 615 - 618, presented at IITA International Conference on Geoscience and Remote Sensing (IITA-GRS), Qing Dao, China, 08 August 2010 - 31 August 2010, http://dx.doi.org/10.1109/IITA-GRS.2010.5602336
    Conference Papers | 2010
    Wang D; Kwok NM; Jia X; Li F; Fang G, 2010, 'Ants based Control of Swarm Robots for Bushfire Fighting', in 2010 International Conference on Artificial Intelligence and Computational Intelligence, IEEE Computer Science, USA, pp. 528 - 532, presented at The 2010 International Conference on Artificial Intelligence and Computational Intelligence, Sanya, China, 23 October 2010 - 23 October 2010, http://dx.doi.org/10.1109/AICI.2010.116
    Conference Papers | 2010
    Wang D; Kwok NM; Jia X; Li F, 2010, 'A Cellular Automata Based Crowd Behavior Model', in Artificial Intelligence and Computational Intelligence, Springer-Verlag, Berlin Heidelberg, pp. 218 - 225, presented at International Conference on Artificial Intelligence and Computational Intelligence, Sanya, China, 23 October 2010 - 24 October 2010, http://dx.doi.org/10.1007/978-3-642-16527-6_28
    Conference Papers | 2010
    Xiao Y; Pham TD; Jia X; Zhou X; Yan H, 2010, 'Correlation-based cluster-space transform for major adverse cardiac event prediction', in 2010 IEEE International Conference on Systems, Man and Cybernetics, SMC 2010, IEEE, USA, pp. 2003 - 2007, presented at IEEE International Conference on Systems, Man and Cybernetics, SMC 2010, Istanbul, Turkey, 10 October 2010 - 13 October 2010, http://dx.doi.org/10.1109/ICSMC.2010.5641728
    Conference Papers | 2009
    Mamun MA; Jia X; Ryan MJ, 2009, 'Adaptive Data Compression for Efficient Sequential Transmission and Change Updating of Remote Sensing Images', in 2009 IEEE International Geoscience & Remote Sensing Symposium : proceedings, IEEE, Piscataway, N.J., pp. IV - 498 - IV - 501, presented at IGARSS, Cape Town, 13 July 2009 - 17 July 2009
    Conference Papers | 2009
    Mamun MA; Jia X; Ryan MJ, 2009, 'Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating', in DICTA 2009 : 2009 digital image computing techniques and applications : proceedings, IEEE, Piscataway, N.J. USA, pp. 285 - 290, presented at Digital Image Computing: Techniques and Applications (DICTA 2009), Melbourne, Australia, 01 December 2009 - 03 December 2009, http://dx.doi.org/10.1109/DICTA.2009.54
    Conference Papers | 2009
    Ryan MJ; Mamun MA; Jia X, 2009, 'Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating', Melbourne, Australia, presented at Digital Image Computing: Techniques and Applications (DICTA) 2009, Melbourne, Australia, 01 December 2009 - 03 December 2009
    Conference Papers | 2009
    Xiao Y; Tien D; Jia XP, 2009, 'Region based perceptual grouping for road extraction from high resolution images', in 6th International Conference on Information Technology and Applications, ICITA 2009, pp. 67 - 70
    Conference Papers | 2009
    Zhang G; Jia X; Pham TD; Crane DI, 2009, 'Multistage spatial property based segmentation for quantification of fluorescence distribution in cells', in 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), American Institute of Physics, Sofia, Bulgaria, presented at Int. Symp. Computational Models for Life Sciences 2009, Sofia, Bulgaria, 28 July 2009 - 29 July 2009
    Conference Papers | 2008
    Dey C; Jia X; Fraser D, 2008, 'Decision Fusion for Reliable Flood Mapping using Remote Sensing Images', in Conference Proceedings: Digital Image Computing: Techniques and Applications (DICTA 2008), Canberra, Australia, presented at Digital Image Computing: Techniques and Applications 2008, Canberra, Australia, 01 December 2008 - 03 December 2008
    Conference Papers | 2008
    Elmes S; Jia X; Pickering MR, 2008, 'Automatic target recognition from surveillance images using phase mutual information', in Sadjadi FA; Mahalanobis A (ed.), Automatic Target Recognition XVIII (Proceedings Volume 6967), Orlando, Florida, USA, pp. 69670X.1 - 69670X,10, presented at Automatic Target Recognition XVIII (Proceedings Volume 6967), Orlando, Florida, USA, 19 March 2008 - 20 March 2008
    Conference Papers | 2008
    Jia X; Lin HL, 2008, 'Evaluation of Modis Land Cover Product of East China', in Conference Proceedings: IGARSS?08 International Geoscience & Remote Sensing Symposium, Boston, USA, pp. 762 - 765, presented at IGARSS¿08 International Geoscience & Remote Sensing Symposium, Boston, USA, 06 July 2008 - 11 July 2008
    Conference Papers | 2008
    Jia X; Pickering MR; Xiao Y, 2008, 'Efficient target detection by object-based thematic mapping using remote sensing imagery', in Conference Proceedings:SPIE 7114, Electro-Optical Remote Sensing, Photonic Technologies, and Applications II, Cardiff, Wales, UK, pp. 71140S-1 - 71140S-8, presented at Proc. SPIE 7114, Electro-Optical Remote Sensing, Photonic Technologies, and Applications II, Cardiff, Wales, UK, 15 September 2008
    Conference Papers | 2008
    Jia X; Ryan MJ; Mamun MA, 2008, 'Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change', in Conference Proceedings: Digital Image Computing: Techniques and Applications (DICTA 2008), Canberra, Australia, presented at Digital Image Computing: Techniques and Applications 2008, Canberra, Australia, 01 December 2008 - 03 December 2008
    Conference Presentations | 2008
    Jia X, 2008, 'Satellite remote sensing: A tool for environmental education', presented at 15th Biennial National Conference on Environmental Education Up the Track, Charles Darwin Uni, 09 July 2008 - 12 July 2008
    Conference Papers | 2008
    Jia X, 2008, 'Seeing the Forest for the Trees: Classifying Eucalyptus Subgenera for Habitat Mapping Using Hyper spectral Remote Sensing', in Proceedings: 14th Australasian Remote Sensing and Photgrammetry Conference 2008, Darwin, Australia, presented at 14th Australasian Remote Sensing and Photgrammetry Conference 2008, Darwin, Australia, 30 September 2008
    Conference Papers | 2008
    Li F; Fraser D; Jia X; Lambert AJ, 2008, 'Wavelet Domain Denoising by Using the Universal Hidden Markov Tree Model - art. no. 707304', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA
    Conference Papers | 2008
    Li F; Fraser D; Jia X; Lambert AJ, 2008, 'Wavelet domain denoising by using the universal hidden Markov tree model', in Proceedings of SPIE Volume 7073: Applications of Digital Image Processing XXXI, CA, USA, presented at SPIE - Applications of Digital Image Processing XXXI, CA, USA, 11 August 2008, http://dx.doi.org/10.1117/12.794064
    Conference Papers | 2008
    Li F; Jia X; Fraser D, 2008, 'UNIVERSAL HMT BASED SUPER RESOLUTION FOR REMOTE SENSING IMAGES', in International Conference on Image Processing, IEEE, USA, presented at 2008 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING
    Conference Papers | 2008
    Pickering MR; Xiao Y; Jia X, 2008, 'Registration of multi-sensor remote sensing imagery by gradient-based optimization of cross-cumulative residual entropy', in Shen SS; Lewis PE (ed.), Proceedings of SPIE Volume 6966: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIV, Orlando, Florida USA, pp. 69660U.1 - 69660U.10, presented at 2008 Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIV, Orlando, Florida USA
    Conference Papers | 2007
    Huang ZF; Jia X; Ge L, 2007, 'A sampling strategy for a single step land cover change classification', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at Geoinformatics 2007: Remotely Sensed Data and Information, Nanjing, China, 25 May 2007 - 27 May 2007
    Conference Papers | 2007
    Jia X; Richards JA, 2007, 'Controlling the spectral-spatial mix in context classification using Markov random fields', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3798 - 3801, http://dx.doi.org/10.1109/IGARSS.2007.4423670
    Conference Papers | 2007
    Jia X, 2007, 'Learn from mistakes: Flexible marking schemes for active learning', in Asia Pacific Conference on Educational Integrity, Adelaide, presented at Asia Pacific Conference on Educational Integrity, Adelaide, 06 December 2007 - 07 December 2007
    Conference Papers | 2007
    Li F; Fraser D; Jia X, 2007, 'Improved Elastic Image Registration Method for SR in Remote Sensing Images', in Adaptive Optics: Analysis and Methods Conference 2007, Vancouver BC Canada, presented at Adaptive Optics: Analysis and Methods Conference 2007, Vancouver BC Canada, 18 June 2007 - 20 June 2007
    Conference Papers | 2006
    Jia X, 2006, 'Class modeling and remote sensing image classification using selected spectral and spatial features', in ICIS 2006, Rochester, NY, USA, presented at 5th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006), Rochester, NY, USA, 07 May 2006 - 11 May 2006
    Conference Presentations | 2006
    Jia X, 2006, 'Teaching to fit student learning', presented at The HERDSA International Conference, Perth, Australia, 09 July 2006 - 12 July 2006
    Conference Papers | 2006
    Lau W; Ge L; Jia X, 2006, 'Integration of vegetation indices for automated landslide recognition', in The proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
    Conference Papers | 2006
    Lau W; Ge L; Jia X, 2006, 'LANDSLIDE PREDICTION USING VEGETATION INDEX, SURFACE TEMPERATURE AND SURFACE MOISTURE CONTENT DERIVED FROM LANDSAT DATA', in The proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
    Conference Abstracts | 2006
    Lau W; Jia X; Ge L, 2006, 'Landslide prediction using vegetation index, surface temperature and surface moisture content derived from Landsat data', in 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at Proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
    Conference Papers | 2006
    Selomulya C; Tran TM; Jia X; Williams RA, 2006, 'Development of an integrated methodology to evaluate permeability based on measured microstructures', in AIChE Annual Meeting, Conference Proceedings
    Conference Papers | 2006
    Wang L; Jia X; Zhang Y, 2006, 'Construction of fast and robust N-FINDR algorithm', in Lecture Notes in Control and Information Sciences, pp. 791 - 796, http://dx.doi.org/10.1007/11816515_93
    Conference Papers | 2006
    Youngentob K; Lindenmayer D; Held A; Jia X, 2006, 'A PROSPECTIVE STUDY ON THE EFFECTS OF FOLIAGE CHEMISTRY AND LANDSCAPE CONTEXT ON THE DISTRIBUTION AND ABUNDANCE [193]. OF ARBOREAL MARSUPIALS NEAR TUMUT, NSW', in The proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
    Conference Papers | 2005
    Jia X, 2005, 'Automatic ground control points refinement for remote sensing imagery registration', in Proceedings of the 2005 Intelligent Sensors, Sensor Networks and Information Processing Conference, pp. 145 - 149
    Conference Papers | 2005
    Jia X, 2005, 'Multiclass support vector machines classification for hyperspectral data', in Zagajewski B; Sobczak M; Wrzesien M (eds.), Proceedings of 4th EARSeL Workshop on Imaging Spectroscopy, Warsaw Poland, pp. 449 - 454, presented at EARSeL Workshop on Imaging Spectroscopy, Warsaw Poland, 27 April 2005 - 29 April 2005
    Conference Papers | 2004
    Jia X; Richards JA, 2004, 'Cluster-space classification: A fast k-nearest neighbour classification for remote sensing hyperspectral data', in 2003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, pp. 407 - 410, http://dx.doi.org/10.1109/WARSD.2003.1295222
    Conference Papers | 2004
    Jia X; Richards JA, 2004, 'Context Classification Using Evidential Relaxation', in IGARSS 2004 Conference, IEEE, United States, presented at IGARSS 2004 Conference, Anchorage, Alaska, 20 September 2004 - 24 September 2004
    Conference Papers | 2002
    Faulconbridge I; Pickering MR; Ryan MJ; Jia X, 2002, 'A New Approach to the Control of Distortion Introduced by Lossy Compression of Hyperspectral Images', in Proceedings of the Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, pp. 661 - 672, presented at 11th Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, 01 September 2002 - 05 September 2002
    Conference Papers | 2002
    Huang ZF; Jia X, 2002, 'Use of HYMAP image data to estimate sideroxylonal-A concentration of eucalypt foliage', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, Toronto, Canada, pp. 1652 - 1654, presented at IGARSS 2002:IEEE International Geoscience and Remote Sensing Syposium, Toronto, Canada, 24 June 2002 - 28 June 2002
    Conference Papers | 2002
    Huang ZF; Turner B; Jia X; Foley W; Dury S; Wallis I, 2002, 'Using airborne remote sensing data to estimate foliage biochemical concentrations', in Proceedings of the Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, pp. 626 - 633, presented at 11th Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, 01 September 2002 - 05 September 2002
    Conference Papers | 2002
    Jia X, 2002, 'Simplified maximum likehood classification of hyperspectreal data in cluster space', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, Toronto, Canada, pp. 2578 - 2580, presented at IGARSS 2002:IEEE International Geoscience and Remote Sensing Syposium, Toronto, Canada, 24 June 2002 - 28 June 2002
    Conference Papers | 2002
    Ryan MJ; Faulconbridge RI; Pickering M; Jia X, 2002, 'A New Approach to the Control of Distortion Introduced by Lossy Compression of Hyperspectral Images', Brisbane, Australia, presented at 11th Australasian Remote Sensing and Photogrammetry Association Conference, Brisbane, Australia, 02 September 2002 - 06 September 2002
    Conference Papers | 2001
    Dury S; Jia X; Turner B; Dibley G, 2001, 'From leaf to canopy: Determination of nitrogen concentration of eucalypt tree foliage using hymap image data', in Proceedings of the Australasian Remote Sensing and Photogrammetry Conference, Adelaide, Sth Aust, pp. 875 - 891, presented at 9th Australasian Remote Sensing and Photogrammetry Conference, Adelaide, Sth Aust, 21 August 2001 - 25 August 2001
    Conference Papers | 2001
    Dury S; Jia X, 2001, 'Use of a Hybrid Supervised and Unsupervised Classification Model to Determine Nitrogen Concentration of Eucalypt Tree Foliage Using Hymap Data', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, University of New South Wales, presented at IGARSS 2001: IEEE International Geoscience and Remote Sensing Symposium, University of New South Wales, 09 July 2001 - 13 July 2001
    Conference Papers | 2001
    Jia X; Ryan MJ; Pickering MR, 2001, 'Fast Classification of V-Q Compressed Hyperspectral Data', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, University of New South Wales, presented at IGARSS 2001: IEEE International Geoscience and Remote Sensing Symposium, University of New South Wales, 09 July 2001 - 13 July 2001
    Conference Presentations | 2001
    Jia X, 2001, 'Mixed Pixel Analysis for Land Cover change Assessment', presented at International Conference on Land Use/Cover Change Dynamics, Beijing, China, 26 August 2001 - 30 August 2001
    Conference Papers | 2000
    Jia X, 2000, 'Cluster-space hyperspectral data representation for mixed pixel analysis', in Goodenough D (ed.), IGARSS 2000: IEEE international geoscience and remote sensing sympsium, Honolulu, Hawaii, presented at IGARSS 2000: IEEE international geoscience and remote sensing sympsium, Honolulu, Hawaii, 24 July 2000 - 28 July 2000
    Conference Papers | 2000
    Jia X, 2000, 'Enhanced spectral angle mapping algorithm for hyperspectral data classification', in 10th Australasian remote sensing and photogrammetry conference, Adelaide, Sth Aust, pp. 909 - 914, presented at 10th Australasian remote sensing and photogrammetry conference, Adelaide, Sth Aust, 21 August 2000 - 25 August 2000
    Conference Papers | 1999
    Jia X, 1999, 'Adaptable class data representation for hyperspectral image classification', in 20th Asian Conference on Remote Sensing, Hong Kong, pp. 393 - 398, presented at 20th Asian Conference on Remote Sensing, Hong Kong, 22 November 1999 - 25 November 1999
    Conference Papers | 1998
    Jia X; Richards JA, 1998, 'An overview: Hyperspectral remote sensing data analysis and interpretation', in ARSPC (ed.), 9th 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, University of New South Wales, Sydney, pp. CD ROM, presented at 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, University of New South Wales, Sydney, 22 July 1998 - 24 July 1998
    Conference Papers | 1997
    Jia X, 1997, 'Block-Based Maximum Likelihood Classification for Hyperspectral Remote Sensing Data', in Stein TI (ed.), International Geoscience and Remote Sensing Symposium 1997, Singapore, pp. 778 - 780, presented at International Geoscience and Remote Sensing Symposium 1997, Singapore, 03 August 1997 - 08 August 1997
    Conference Abstracts | 1996
    Jia X; Landgrebe D, 1996, 'Larger area classification', in 8th Australasian Remote Sensing Conference Program and Abstract, Canberra, presented at 8th Australasian Remote Sensing Conference, Canberra, 25 March 1996 - 29 March 1996
    Conference Abstracts | 1996
    Jia X; Richards J, 1996, 'Feature reduction using a supervised hierarchical classifier', in 8th Australasian Remote Sensing Conference Program and Abstract, Canberra, presented at 8th Australasian Remote Sensing Conference, Canberra, 25 March 1996 - 29 March 1996
    Conference Papers | 1995
    Jia X; Richards JA, 1995, 'Optimal feature reduction using a supervised hierarchical classifier', in Asian Conference on Computer Vision, Singapore, presented at Asian Conference on Computer Vision, Singapore, 05 December 1995 - 08 December 1995
    Conference Papers | 1994
    Jia X; Richards J, 1994, 'Efficient hyperspectral remote sensing image display and classification using segmented principal components transformation', in Proc. 7th Australasian Remote Sensing Conference, Melbourne, pp. 351 - 358, presented at 7th Australasian Remote Sensing Conference, Melbourne, 01 March 1994 - 04 March 1994
    Conference Papers | 1994
    Jia X; Richards JA, 1994, 'Small class classification for hyperspectral remote sensing data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1148 - 1150
    Conference Papers | 1992
    Jia X; Richards J, 1992, 'Simplified maximum likelihood classification for hyperspectral data sets', in Proc. 6th Australasian Remote Sensing Conference, Wellington, NZ, pp. 61 - 69, presented at 6th Australasian Remote Sensing Conference, Wellington, NZ, 02 November 1992 - 06 November 1992

  • Elevated to an IEEE Fellow in 2021.
  • One of the top 250 researchers in Australia listed by Research Magazine, 2021.
  • Ranked 126th and 107th in Computer Science & Electronics in Australia by Guide to Research in 2020 and 2021, respectively.
  • Received an IEEE award in 2022 for Notable Services and Contributions towards the Advancement of IEEE and the Engineering Professions (2019-2021).
  • The following paper I coauthor received IEEE Geoscience and Remote Sensing Society 2020 Highest Impact Paper Award:
    • Y. Chen, H. Jiang, C. Li, X. Jia, and P. Ghamisi, “Deep feature extraction and classification of hyperspectral images based on Convolutional Neural Networks,” IEEE Transactions on Geoscience and Remote Sensing, 54(10): 6232 - 6251, 2016.